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Deep Learning Assisted Heuristic Tree Search for the Container Pre-marshalling Problem. <i>CoRR abs/170909972</i>. 2017.","bibtex":"@article{Hottung_Tanaka_Tierney_2017, title={Deep Learning Assisted Heuristic Tree Search for the Container Pre-marshalling Problem}, journal={CoRR abs/1709.09972}, author={Hottung, André and Tanaka, Shunji and Tierney, Kevin}, year={2017} }","apa":"Hottung, A., Tanaka, S., &#38; Tierney, K. (2017). Deep Learning Assisted Heuristic Tree Search for the Container Pre-marshalling Problem. <i>CoRR Abs/1709.09972</i>.","mla":"Hottung, André, et al. “Deep Learning Assisted Heuristic Tree Search for the Container Pre-Marshalling Problem.” <i>CoRR Abs/1709.09972</i>, 2017.","ieee":"A. Hottung, S. Tanaka, and K. Tierney, “Deep Learning Assisted Heuristic Tree Search for the Container Pre-marshalling Problem,” <i>CoRR abs/1709.09972</i>, 2017."},"publication":"CoRR abs/1709.09972","department":[{"_id":"66"}],"type":"journal_article","date_created":"2019-01-28T08:25:16Z"},{"user_id":"52534","page":"18-21","language":[{"iso":"eng"}],"_id":"7012","date_updated":"2022-01-06T07:03:26Z","status":"public","year":"2017","title":"Towards DevOps in Multi-provider Projects","author":[{"first_name":"Masud","last_name":"Fazal-Baqaie","full_name":"Fazal-Baqaie, Masud"},{"first_name":"Baris","last_name":"Güldali","full_name":"Güldali, Baris"},{"last_name":"Oberthür","first_name":"Simon","full_name":"Oberthür, Simon","id":"383"}],"type":"journal_article","department":[{"_id":"66"}],"date_created":"2019-01-28T08:28:26Z","publication":"CSE@SE 2017","citation":{"mla":"Fazal-Baqaie, Masud, et al. “Towards DevOps in Multi-Provider Projects.” <i>CSE@SE 2017</i>, 2017, pp. 18–21.","ama":"Fazal-Baqaie M, Güldali B, Oberthür S. Towards DevOps in Multi-provider Projects. <i>CSE@SE 2017</i>. 2017:18-21.","bibtex":"@article{Fazal-Baqaie_Güldali_Oberthür_2017, title={Towards DevOps in Multi-provider Projects}, journal={CSE@SE 2017}, author={Fazal-Baqaie, Masud and Güldali, Baris and Oberthür, Simon}, year={2017}, pages={18–21} }","apa":"Fazal-Baqaie, M., Güldali, B., &#38; Oberthür, S. (2017). Towards DevOps in Multi-provider Projects. <i>CSE@SE 2017</i>, 18–21.","ieee":"M. Fazal-Baqaie, B. Güldali, and S. Oberthür, “Towards DevOps in Multi-provider Projects,” <i>CSE@SE 2017</i>, pp. 18–21, 2017.","short":"M. Fazal-Baqaie, B. Güldali, S. Oberthür, CSE@SE 2017 (2017) 18–21.","chicago":"Fazal-Baqaie, Masud, Baris Güldali, and Simon Oberthür. “Towards DevOps in Multi-Provider Projects.” <i>CSE@SE 2017</i>, 2017, 18–21."}},{"place":"Berlin","date_created":"2019-04-08T07:39:45Z","department":[{"_id":"66"}],"type":"misc","citation":{"ama":"Jovanovikj I. <i>Presentation: Framework for Constructing Context-Specific Migration Methods for Test Cases</i>. Berlin; 2017.","bibtex":"@book{Jovanovikj_2017, place={Berlin}, title={Presentation: Framework for Constructing Context-Specific Migration Methods for Test Cases}, author={Jovanovikj, Ivan}, year={2017} }","mla":"Jovanovikj, Ivan. <i>Presentation: Framework for Constructing Context-Specific Migration Methods for Test Cases</i>. 2017.","chicago":"Jovanovikj, Ivan. <i>Presentation: Framework for Constructing Context-Specific Migration Methods for Test Cases</i>. Berlin, 2017.","short":"I. Jovanovikj, Presentation: Framework for Constructing Context-Specific Migration Methods for Test Cases, Berlin, 2017.","apa":"Jovanovikj, I. (2017). <i>Presentation: Framework for Constructing Context-Specific Migration Methods for Test Cases</i>. Berlin.","ieee":"I. Jovanovikj, <i>Presentation: Framework for Constructing Context-Specific Migration Methods for Test Cases</i>. Berlin, 2017."},"_id":"8843","language":[{"iso":"eng"}],"alternative_title":["User Conference on Advanced Automated Testing (UCAAT 2017)"],"user_id":"39187","author":[{"full_name":"Jovanovikj, Ivan","orcid":"https://orcid.org/0000-0002-1838-794X","last_name":"Jovanovikj","first_name":"Ivan","id":"39187"}],"status":"public","title":"Presentation: Framework for Constructing Context-Specific Migration Methods for Test Cases","year":"2017","date_updated":"2022-01-06T07:04:03Z"},{"place":"Piscataway, NJ, USA","file_date_updated":"2018-11-02T14:50:35Z","citation":{"chicago":"Rooijen, Lorijn van, Frederik Simon Bäumer, Marie Christin Platenius, Michaela Geierhos, Heiko Hamann, and Gregor Engels. “From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process.” In <i>2017 IEEE 25th International Requirements Engineering Conference Workshops (REW)</i>, 379–85. Piscataway, NJ, USA: IEEE, 2017. <a href=\"https://doi.org/10.1109/REW.2017.26\">https://doi.org/10.1109/REW.2017.26</a>.","short":"L. van Rooijen, F.S. Bäumer, M.C. Platenius, M. Geierhos, H. Hamann, G. Engels, in: 2017 IEEE 25th International Requirements Engineering Conference Workshops (REW), IEEE, Piscataway, NJ, USA, 2017, pp. 379–385.","ieee":"L. van Rooijen, F. S. Bäumer, M. C. Platenius, M. Geierhos, H. Hamann, and G. Engels, “From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process,” in <i>2017 IEEE 25th International Requirements Engineering Conference Workshops (REW)</i>, Lisbon, Portugal, 2017, pp. 379–385.","apa":"van Rooijen, L., Bäumer, F. S., Platenius, M. C., Geierhos, M., Hamann, H., &#38; Engels, G. (2017). From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process. In <i>2017 IEEE 25th International Requirements Engineering Conference Workshops (REW)</i> (pp. 379–385). Piscataway, NJ, USA: IEEE. <a href=\"https://doi.org/10.1109/REW.2017.26\">https://doi.org/10.1109/REW.2017.26</a>","bibtex":"@inproceedings{van Rooijen_Bäumer_Platenius_Geierhos_Hamann_Engels_2017, place={Piscataway, NJ, USA}, title={From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process}, DOI={<a href=\"https://doi.org/10.1109/REW.2017.26\">10.1109/REW.2017.26</a>}, booktitle={2017 IEEE 25th International Requirements Engineering Conference Workshops (REW)}, publisher={IEEE}, author={van Rooijen, Lorijn and Bäumer, Frederik Simon and Platenius, Marie Christin and Geierhos, Michaela and Hamann, Heiko and Engels, Gregor}, year={2017}, pages={379–385} }","ama":"van Rooijen L, Bäumer FS, Platenius MC, Geierhos M, Hamann H, Engels G. From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process. In: <i>2017 IEEE 25th International Requirements Engineering Conference Workshops (REW)</i>. Piscataway, NJ, USA: IEEE; 2017:379-385. doi:<a href=\"https://doi.org/10.1109/REW.2017.26\">10.1109/REW.2017.26</a>","mla":"van Rooijen, Lorijn, et al. “From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process.” <i>2017 IEEE 25th International Requirements Engineering Conference Workshops (REW)</i>, IEEE, 2017, pp. 379–85, doi:<a href=\"https://doi.org/10.1109/REW.2017.26\">10.1109/REW.2017.26</a>."},"quality_controlled":"1","project":[{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Subprojekt B1","_id":"9"},{"name":"SFB 901 - Project Area B","_id":"3"}],"page":"379-385","publisher":"IEEE","_id":"97","user_id":"57458","ddc":["000"],"status":"public","conference":{"end_date":"2017-09-08","location":"Lisbon, Portugal","name":"2017 IEEE 25th International Requirements Engineering Conference Workshops (REW)","start_date":"2017-09-04"},"has_accepted_license":"1","file":[{"date_updated":"2018-11-02T14:50:35Z","relation":"main_file","access_level":"closed","file_size":433613,"file_name":"08054881.pdf","success":1,"content_type":"application/pdf","file_id":"5285","creator":"ups","date_created":"2018-11-02T14:50:35Z"}],"date_created":"2017-10-17T12:41:10Z","keyword":["Software","Unified modeling language","Requirements engineering","Ontologies","Search problems","Natural languages"],"type":"conference","department":[{"_id":"36"},{"_id":"1"},{"_id":"579"},{"_id":"34"},{"_id":"7"},{"_id":"66"},{"_id":"238"},{"_id":"63"}],"publication":"2017 IEEE 25th International Requirements Engineering Conference Workshops (REW)","abstract":[{"lang":"eng","text":"Bridging the gap between informal, imprecise, and vague user requirements descriptions and precise formalized specifications is the main task of requirements engineering. Techniques such as interviews or story telling are used when requirements engineers try to identify a user's needs. The requirements specification process is typically done in a dialogue between users, domain experts, and requirements engineers. In our research, we aim at automating the specification of requirements. The idea is to distinguish between untrained users and trained users, and to exploit domain knowledge learned from previous runs of our system. We let untrained users provide unstructured natural language descriptions, while we allow trained users to provide examples of behavioral descriptions. In both cases, our goal is to synthesize formal requirements models similar to statecharts. From requirements specification processes with trained users, behavioral ontologies are learned which are later used to support the requirements specification process for untrained users. Our research method is original in combining natural language processing and search-based techniques for the synthesis of requirements specifications. Our work is embedded in a larger project that aims at automating the whole software development and deployment process in envisioned future software service markets."}],"language":[{"iso":"eng"}],"doi":"10.1109/REW.2017.26","year":"2017","title":"From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process","publication_identifier":{"eisbn":["978-1-5386-3488-2 "],"isbn":["978-1-5386-3489-9"]},"author":[{"id":"58843","last_name":"van Rooijen","first_name":"Lorijn","full_name":"van Rooijen, Lorijn"},{"id":"38837","full_name":"Bäumer, Frederik Simon","last_name":"Bäumer","first_name":"Frederik Simon"},{"full_name":"Platenius, Marie Christin","last_name":"Platenius","first_name":"Marie Christin"},{"id":"42496","full_name":"Geierhos, Michaela","last_name":"Geierhos","first_name":"Michaela","orcid":"0000-0002-8180-5606"},{"full_name":"Hamann, Heiko","last_name":"Hamann","first_name":"Heiko"},{"id":"107","first_name":"Gregor","last_name":"Engels","full_name":"Engels, Gregor"}],"publication_status":"published","date_updated":"2022-01-06T07:04:18Z"},{"issue":"4","publication":"Discrete Mathematics & Theoretical Computer Science","citation":{"ama":"Czerwinski W, Martens W, van Rooijen L, Zeitoun M, Zetzsche G. A Characterization for Decidable Separability by Piecewise Testable Languages. <i>Discrete Mathematics &#38; Theoretical Computer Science</i>. 2017;19(4). doi:<a href=\"https://doi.org/10.23638/DMTCS-19-4-1\">10.23638/DMTCS-19-4-1</a>","bibtex":"@article{Czerwinski_Martens_van Rooijen_Zeitoun_Zetzsche_2017, title={A Characterization for Decidable Separability by Piecewise Testable Languages}, volume={19}, DOI={<a href=\"https://doi.org/10.23638/DMTCS-19-4-1\">10.23638/DMTCS-19-4-1</a>}, number={4}, journal={Discrete Mathematics &#38; Theoretical Computer Science}, author={Czerwinski, Wojciech and Martens, Wim and van Rooijen, Lorijn and Zeitoun, Marc and Zetzsche, Georg}, year={2017} }","mla":"Czerwinski, Wojciech, et al. “A Characterization for Decidable Separability by Piecewise Testable Languages.” <i>Discrete Mathematics &#38; Theoretical Computer Science</i>, vol. 19, no. 4, 2017, doi:<a href=\"https://doi.org/10.23638/DMTCS-19-4-1\">10.23638/DMTCS-19-4-1</a>.","short":"W. Czerwinski, W. Martens, L. van Rooijen, M. Zeitoun, G. Zetzsche, Discrete Mathematics &#38; Theoretical Computer Science 19 (2017).","chicago":"Czerwinski, Wojciech, Wim Martens, Lorijn van Rooijen, Marc Zeitoun, and Georg Zetzsche. “A Characterization for Decidable Separability by Piecewise Testable Languages.” <i>Discrete Mathematics &#38; Theoretical Computer Science</i> 19, no. 4 (2017). <a href=\"https://doi.org/10.23638/DMTCS-19-4-1\">https://doi.org/10.23638/DMTCS-19-4-1</a>.","apa":"Czerwinski, W., Martens, W., van Rooijen, L., Zeitoun, M., &#38; Zetzsche, G. (2017). A Characterization for Decidable Separability by Piecewise Testable Languages. <i>Discrete Mathematics &#38; Theoretical Computer Science</i>, <i>19</i>(4). <a href=\"https://doi.org/10.23638/DMTCS-19-4-1\">https://doi.org/10.23638/DMTCS-19-4-1</a>","ieee":"W. Czerwinski, W. Martens, L. van Rooijen, M. Zeitoun, and G. 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Visual Requirements Modeling for Cross-Device Systems. <i>Computer Science and Information Systems (ComSIS)</i>. 2017;14(2):517-536. doi:<a href=\"https://doi.org/10.2298/CSIS160930015W\">10.2298/CSIS160930015W</a>","bibtex":"@article{Wolters_Gerth_Engels_2017, title={Visual Requirements Modeling for Cross-Device Systems}, volume={14}, DOI={<a href=\"https://doi.org/10.2298/CSIS160930015W\">10.2298/CSIS160930015W</a>}, number={2}, journal={Computer Science and Information Systems (ComSIS)}, author={Wolters, Dennis and Gerth, Christian and Engels, Gregor}, year={2017}, pages={517–536} }","apa":"Wolters, D., Gerth, C., &#38; Engels, G. (2017). Visual Requirements Modeling for Cross-Device Systems. <i>Computer Science and Information Systems (ComSIS)</i>, <i>14</i>(2), 517–536. <a href=\"https://doi.org/10.2298/CSIS160930015W\">https://doi.org/10.2298/CSIS160930015W</a>","ieee":"D. Wolters, C. Gerth, and G. Engels, “Visual Requirements Modeling for Cross-Device Systems,” <i>Computer Science and Information Systems (ComSIS)</i>, vol. 14, no. 2, pp. 517–536, 2017.","chicago":"Wolters, Dennis, Christian Gerth, and Gregor Engels. “Visual Requirements Modeling for Cross-Device Systems.” <i>Computer Science and Information Systems (ComSIS)</i> 14, no. 2 (2017): 517–36. <a href=\"https://doi.org/10.2298/CSIS160930015W\">https://doi.org/10.2298/CSIS160930015W</a>.","short":"D. Wolters, C. Gerth, G. Engels, Computer Science and Information Systems (ComSIS) 14 (2017) 517–536."},"type":"journal_article","department":[{"_id":"66"}],"date_created":"2019-01-15T14:11:10Z"},{"issue":"2","publication":"Softwaretechnik-Trends, Proceedings of the 19th Workshop Software-Reengineering & Evolution (WSRE) & 8th Workshop Design for Future (DFF)","citation":{"mla":"Jovanovikj, Ivan, and Stefan Sauer. “Towards a Framework for Constructing Context-Specific Migration Methods for Test Cases.” <i>Softwaretechnik-Trends, Proceedings of the 19th Workshop Software-Reengineering &#38; Evolution (WSRE) &#38; 8th Workshop Design for Future (DFF)</i>, vol. 37, no. 2, Gesellschaft für Informatik e.V., Fachgruppe PARS, 2017, pp. 50–51.","ama":"Jovanovikj I, Sauer S. Towards a Framework for Constructing Context-Specific Migration Methods for Test Cases. <i>Softwaretechnik-Trends, Proceedings of the 19th Workshop Software-Reengineering &#38; Evolution (WSRE) &#38; 8th Workshop Design for Future (DFF)</i>. 2017;37(2):50-51.","bibtex":"@article{Jovanovikj_Sauer_2017, title={Towards a Framework for Constructing Context-Specific Migration Methods for Test Cases}, volume={37}, number={2}, journal={Softwaretechnik-Trends, Proceedings of the 19th Workshop Software-Reengineering &#38; Evolution (WSRE) &#38; 8th Workshop Design for Future (DFF)}, publisher={Gesellschaft für Informatik e.V., Fachgruppe PARS}, author={Jovanovikj, Ivan and Sauer, Stefan}, year={2017}, pages={50–51} }","apa":"Jovanovikj, I., &#38; Sauer, S. (2017). Towards a Framework for Constructing Context-Specific Migration Methods for Test Cases. <i>Softwaretechnik-Trends, Proceedings of the 19th Workshop Software-Reengineering &#38; Evolution (WSRE) &#38; 8th Workshop Design for Future (DFF)</i>, <i>37</i>(2), 50–51.","ieee":"I. Jovanovikj and S. Sauer, “Towards a Framework for Constructing Context-Specific Migration Methods for Test Cases,” <i>Softwaretechnik-Trends, Proceedings of the 19th Workshop Software-Reengineering &#38; Evolution (WSRE) &#38; 8th Workshop Design for Future (DFF)</i>, vol. 37, no. 2, pp. 50–51, 2017.","short":"I. Jovanovikj, S. Sauer, Softwaretechnik-Trends, Proceedings of the 19th Workshop Software-Reengineering &#38; Evolution (WSRE) &#38; 8th Workshop Design for Future (DFF) 37 (2017) 50–51.","chicago":"Jovanovikj, Ivan, and Stefan Sauer. “Towards a Framework for Constructing Context-Specific Migration Methods for Test Cases.” <i>Softwaretechnik-Trends, Proceedings of the 19th Workshop Software-Reengineering &#38; Evolution (WSRE) &#38; 8th Workshop Design for Future (DFF)</i> 37, no. 2 (2017): 50–51."},"date_created":"2019-01-16T09:45:29Z","type":"journal_article","department":[{"_id":"66"},{"_id":"534"}],"title":"Towards a Framework for Constructing Context-Specific Migration Methods for Test Cases","status":"public","year":"2017","conference":{"name":"19th Workshop Software-Reengineering & Evolution (WSRE) & 8th Workshop Design for Future (DFF)","location":"Bad Honnef"},"author":[{"orcid":"https://orcid.org/0000-0002-1838-794X","first_name":"Ivan","last_name":"Jovanovikj","full_name":"Jovanovikj, Ivan","id":"39187"},{"id":"447","full_name":"Sauer, Stefan","last_name":"Sauer","first_name":"Stefan"}],"date_updated":"2022-01-06T07:03:17Z","intvolume":"        37","page":" 50-51 ","_id":"6764","publisher":"Gesellschaft für Informatik e.V., Fachgruppe PARS","language":[{"iso":"eng"}],"user_id":"39187","volume":37},{"doi":"10.1145/3071178.3071258","language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:51:15Z","author":[{"full_name":"Wever, Marcel Dominik","last_name":"Wever","first_name":"Marcel Dominik","orcid":" https://orcid.org/0000-0001-9782-6818","id":"33176"},{"full_name":"van Rooijen, Lorijn","first_name":"Lorijn","last_name":"van Rooijen","id":"58843"},{"last_name":"Hamann","first_name":"Heiko","full_name":"Hamann, Heiko"}],"year":"2017","title":"Active Coevolutionary Learning of Requirements Specifications from Examples","department":[{"_id":"66"}],"type":"conference","date_created":"2017-10-17T12:41:15Z","file":[{"creator":"ups","date_created":"2018-11-02T15:00:35Z","relation":"main_file","date_updated":"2018-11-02T15:00:35Z","file_name":"p1327-wever.pdf","file_size":1092021,"access_level":"closed","file_id":"5290","content_type":"application/pdf","success":1}],"abstract":[{"text":"Within software engineering, requirements engineering starts from imprecise and vague user requirements descriptions and infers precise, formalized specifications. Techniques, such as interviewing by requirements engineers, are typically applied to identify the user’s needs. We want to partially automate even this first step of requirements elicitation by methods of evolutionary computation. The idea is to enable users to specify their desired software by listing examples of behavioral descriptions. Users initially specify two lists of operation sequences, one with desired behaviors and one with forbidden behaviors. Then, we search for the appropriate formal software specification in the form of a deterministic finite automaton. We solve this problem known as grammatical inference with an active coevolutionary approach following Bongard and Lipson [2]. The coevolutionary process alternates between two phases: (A) additional training data is actively proposed by an evolutionary process and the user is interactively asked to label it; (B) appropriate automata are then evolved to solve this extended grammatical inference problem. Our approach leverages multi-objective evolution in both phases and outperforms the state-of-the-art technique [2] for input alphabet sizes of three and more, which are relevant to our problem domain of requirements specification.","lang":"eng"}],"publication":"Proceedings of the Genetic and Evolutionary Computation Conference (GECCO)","user_id":"477","ddc":["000"],"_id":"120","page":"1327--1334","has_accepted_license":"1","status":"public","project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Subproject B1","_id":"9"},{"_id":"3","name":"SFB 901 - Project Area B"}],"citation":{"ama":"Wever MD, van Rooijen L, Hamann H. Active Coevolutionary Learning of Requirements Specifications from Examples. In: <i>Proceedings of the Genetic and Evolutionary Computation Conference (GECCO)</i>. ; 2017:1327--1334. doi:<a href=\"https://doi.org/10.1145/3071178.3071258\">10.1145/3071178.3071258</a>","bibtex":"@inproceedings{Wever_van Rooijen_Hamann_2017, title={Active Coevolutionary Learning of Requirements Specifications from Examples}, DOI={<a href=\"https://doi.org/10.1145/3071178.3071258\">10.1145/3071178.3071258</a>}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference (GECCO)}, author={Wever, Marcel Dominik and van Rooijen, Lorijn and Hamann, Heiko}, year={2017}, pages={1327--1334} }","mla":"Wever, Marcel Dominik, et al. “Active Coevolutionary Learning of Requirements Specifications from Examples.” <i>Proceedings of the Genetic and Evolutionary Computation Conference (GECCO)</i>, 2017, pp. 1327--1334, doi:<a href=\"https://doi.org/10.1145/3071178.3071258\">10.1145/3071178.3071258</a>.","chicago":"Wever, Marcel Dominik, Lorijn van Rooijen, and Heiko Hamann. “Active Coevolutionary Learning of Requirements Specifications from Examples.” In <i>Proceedings of the Genetic and Evolutionary Computation Conference (GECCO)</i>, 1327--1334, 2017. <a href=\"https://doi.org/10.1145/3071178.3071258\">https://doi.org/10.1145/3071178.3071258</a>.","short":"M.D. Wever, L. van Rooijen, H. Hamann, in: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO), 2017, pp. 1327--1334.","apa":"Wever, M. D., van Rooijen, L., &#38; Hamann, H. (2017). Active Coevolutionary Learning of Requirements Specifications from Examples. In <i>Proceedings of the Genetic and Evolutionary Computation Conference (GECCO)</i> (pp. 1327--1334). <a href=\"https://doi.org/10.1145/3071178.3071258\">https://doi.org/10.1145/3071178.3071258</a>","ieee":"M. D. Wever, L. van Rooijen, and H. Hamann, “Active Coevolutionary Learning of Requirements Specifications from Examples,” in <i>Proceedings of the Genetic and Evolutionary Computation Conference (GECCO)</i>, 2017, pp. 1327--1334."},"file_date_updated":"2018-11-02T15:00:35Z"},{"year":"2017","status":"public","title":"A Variability Model for Store-oriented Software Ecosystems: An Enterprise Perspective (Supplementary Material)","author":[{"id":"36399","full_name":"Jazayeri, Bahar","last_name":"Jazayeri","first_name":"Bahar"},{"full_name":"Zimmermann, Olaf","last_name":"Zimmermann","first_name":"Olaf"},{"first_name":"Gregor","last_name":"Engels","full_name":"Engels, Gregor","id":"107"},{"id":"21117","last_name":"Kundisch","first_name":"Dennis","full_name":"Kundisch, Dennis"}],"date_updated":"2022-01-06T06:51:18Z","has_accepted_license":"1","language":[{"iso":"eng"}],"_id":"123","publisher":"Universität Paderborn","user_id":"477","ddc":["040"],"file_date_updated":"2018-11-12T19:13:39Z","citation":{"ieee":"B. Jazayeri, O. Zimmermann, G. Engels, and D. Kundisch, <i>A Variability Model for Store-oriented Software Ecosystems: An Enterprise Perspective (Supplementary Material)</i>. Universität Paderborn, 2017.","apa":"Jazayeri, B., Zimmermann, O., Engels, G., &#38; Kundisch, D. (2017). <i>A Variability Model for Store-oriented Software Ecosystems: An Enterprise Perspective (Supplementary Material)</i>. Universität Paderborn.","mla":"Jazayeri, Bahar, et al. <i>A Variability Model for Store-Oriented Software Ecosystems: An Enterprise Perspective (Supplementary Material)</i>. Universität Paderborn, 2017.","bibtex":"@book{Jazayeri_Zimmermann_Engels_Kundisch_2017, title={A Variability Model for Store-oriented Software Ecosystems: An Enterprise Perspective (Supplementary Material)}, publisher={Universität Paderborn}, author={Jazayeri, Bahar and Zimmermann, Olaf and Engels, Gregor and Kundisch, Dennis}, year={2017} }","chicago":"Jazayeri, Bahar, Olaf Zimmermann, Gregor Engels, and Dennis Kundisch. <i>A Variability Model for Store-Oriented Software Ecosystems: An Enterprise Perspective (Supplementary Material)</i>. Universität Paderborn, 2017.","ama":"Jazayeri B, Zimmermann O, Engels G, Kundisch D. <i>A Variability Model for Store-Oriented Software Ecosystems: An Enterprise Perspective (Supplementary Material)</i>. Universität Paderborn; 2017.","short":"B. Jazayeri, O. Zimmermann, G. Engels, D. Kundisch, A Variability Model for Store-Oriented Software Ecosystems: An Enterprise Perspective (Supplementary Material), Universität Paderborn, 2017."},"project":[{"name":"SFB 901","_id":"1"},{"_id":"17","name":"SFB 901 - Subprojekt C5"},{"_id":"4","name":"SFB 901 - Project Area C"}],"file":[{"file_name":"JZEK17.pdf","access_level":"closed","file_size":835116,"relation":"main_file","date_updated":"2018-11-12T19:13:39Z","file_id":"5535","content_type":"application/pdf","success":1,"creator":"bahareh","date_created":"2018-11-12T19:13:39Z"}],"date_created":"2017-10-17T12:41:15Z","type":"report","department":[{"_id":"276"},{"_id":"66"}]},{"series_title":"Lecture Notes in Computer Science (LNCS)","language":[{"iso":"eng"}],"doi":"10.1007/978-3-319-69035-3_42","author":[{"full_name":"Jazayeri, Bahar","last_name":"Jazayeri","first_name":"Bahar","id":"36399"},{"first_name":"Olaf","last_name":"Zimmermann","full_name":"Zimmermann, Olaf"},{"id":"107","full_name":"Engels, Gregor","first_name":"Gregor","last_name":"Engels"},{"id":"21117","first_name":"Dennis","last_name":"Kundisch","full_name":"Kundisch, Dennis"}],"title":"A Variability Model for Store-oriented Software Ecosystems: An Enterprise Perspective","year":"2017","intvolume":"     10601","date_updated":"2022-01-06T06:51:18Z","date_created":"2017-10-17T12:41:15Z","file":[{"creator":"bahareh","date_created":"2018-11-12T18:55:55Z","file_name":"Jaz_ICSOC17.pdf","file_size":566612,"access_level":"closed","relation":"main_file","date_updated":"2018-11-12T18:55:55Z","file_id":"5532","content_type":"application/pdf","success":1}],"department":[{"_id":"66"},{"_id":"276"}],"type":"conference","publication":"Proceedings of the 15th International Conference on Service Oriented Computing (ICSOC)","abstract":[{"lang":"eng","text":"Pioneers of today’s software industry like Salesforce and Apple have established successful ecosystems around their software platforms. Architectural knowledge of the existing ecosystems is implicit and fragmented among online documentation. In protection of intellectual property, existing documentation hardly reveals influential business strategies that affect the ecosystem structure. Thus, other platform providers can hardly learn from the existing ecosystems in order to systematically make reasonable design decisions with respect to their business strategies to create their own ecosystems. In this paper, we identify a variability model for architectural design decisions of a store-oriented software ecosystem product line from an enterprise perspective, comprising business, application, and infrastructure views. We derive the variability model from fragmentary material of existing ecosystems and a rigorous literature review using a research method based on the design science paradigm. To show its validity, we describe real-world ecosystems from diverse domains using the variability model. This knowledge helps platform providers to develop customized ecosystems or to recreate existing designs in a systematic way. This, in turn, contributes to an increase in designer and developer productivity."}],"_id":"124","publisher":"Springer","volume":10601,"user_id":"16205","ddc":["040"],"status":"public","has_accepted_license":"1","place":"Málaga, Spain","citation":{"chicago":"Jazayeri, Bahar, Olaf Zimmermann, Gregor Engels, and Dennis Kundisch. “A Variability Model for Store-Oriented Software Ecosystems: An Enterprise Perspective.” In <i>Proceedings of the 15th International Conference on Service Oriented Computing (ICSOC)</i>, Vol. 10601. Lecture Notes in Computer Science (LNCS). Málaga, Spain: Springer, 2017. <a href=\"https://doi.org/10.1007/978-3-319-69035-3_42\">https://doi.org/10.1007/978-3-319-69035-3_42</a>.","short":"B. Jazayeri, O. Zimmermann, G. Engels, D. Kundisch, in: Proceedings of the 15th International Conference on Service Oriented Computing (ICSOC), Springer, Málaga, Spain, 2017.","apa":"Jazayeri, B., Zimmermann, O., Engels, G., &#38; Kundisch, D. (2017). A Variability Model for Store-oriented Software Ecosystems: An Enterprise Perspective. In <i>Proceedings of the 15th International Conference on Service Oriented Computing (ICSOC)</i> (Vol. 10601). Málaga, Spain: Springer. <a href=\"https://doi.org/10.1007/978-3-319-69035-3_42\">https://doi.org/10.1007/978-3-319-69035-3_42</a>","ieee":"B. Jazayeri, O. Zimmermann, G. Engels, and D. Kundisch, “A Variability Model for Store-oriented Software Ecosystems: An Enterprise Perspective,” in <i>Proceedings of the 15th International Conference on Service Oriented Computing (ICSOC)</i>, 2017, vol. 10601.","ama":"Jazayeri B, Zimmermann O, Engels G, Kundisch D. A Variability Model for Store-oriented Software Ecosystems: An Enterprise Perspective. In: <i>Proceedings of the 15th International Conference on Service Oriented Computing (ICSOC)</i>. Vol 10601. Lecture Notes in Computer Science (LNCS). Málaga, Spain: Springer; 2017. doi:<a href=\"https://doi.org/10.1007/978-3-319-69035-3_42\">10.1007/978-3-319-69035-3_42</a>","bibtex":"@inproceedings{Jazayeri_Zimmermann_Engels_Kundisch_2017, place={Málaga, Spain}, series={Lecture Notes in Computer Science (LNCS)}, title={A Variability Model for Store-oriented Software Ecosystems: An Enterprise Perspective}, volume={10601}, DOI={<a href=\"https://doi.org/10.1007/978-3-319-69035-3_42\">10.1007/978-3-319-69035-3_42</a>}, booktitle={Proceedings of the 15th International Conference on Service Oriented Computing (ICSOC)}, publisher={Springer}, author={Jazayeri, Bahar and Zimmermann, Olaf and Engels, Gregor and Kundisch, Dennis}, year={2017}, collection={Lecture Notes in Computer Science (LNCS)} }","mla":"Jazayeri, Bahar, et al. “A Variability Model for Store-Oriented Software Ecosystems: An Enterprise Perspective.” <i>Proceedings of the 15th International Conference on Service Oriented Computing (ICSOC)</i>, vol. 10601, Springer, 2017, doi:<a href=\"https://doi.org/10.1007/978-3-319-69035-3_42\">10.1007/978-3-319-69035-3_42</a>."},"file_date_updated":"2018-11-12T18:55:55Z","project":[{"_id":"1","name":"SFB 901"},{"_id":"17","name":"SFB 901 - Subprojekt C5"},{"name":"SFB 901 - Project Area C","_id":"4"}]},{"department":[{"_id":"66"}],"type":"conference","keyword":["Services","Websites","Semantic Data","schema.org","Data Conversion","Interface Adaptation","Mediation"],"date_created":"2018-11-26T11:49:31Z","abstract":[{"lang":"eng","text":"Websites increasingly embed semantic data for search engine optimization. The most common ontology for semantic data, schema.org, is supported by all major search engines and describes over 500 data types, including calendar events, recipes, products, and TV shows. As of today, users wishing to pass this data to their favorite applications, e.g., their calendars, cookbooks, price comparison applications or even smart devices such as TV receivers, rely on cumbersome and error-prone workarounds such as reentering the data or a series of copy and paste operations. In this paper, we present Semantic Data Mediator (SDM), an approach that allows the easy transfer of semantic data to a multitude of services, ranging from web services to applications installed on different devices. SDM extracts semantic data from the currently displayed web page on the client-side, offers suitable services to the user, and by the press of a button, forwards this data to the desired service while doing all the necessary data conversion and service interface adaptation in between. To realize this, we built a reusable repository of service descriptions, data converters, and service adapters, which can be extended by the crowd. Our approach for linking services to websites relies solely on semantic data and does not require any additional support by either website or service developers. We have fully implemented our approach and present a real-world case study demonstrating its feasibility and usefulness."}],"publication":"2017 IEEE International Conference on Web Services (ICWS)","doi":"10.1109/icws.2017.80","language":[{"iso":"eng"}],"main_file_link":[{"url":"https://cs.uni-paderborn.de/fileadmin/informatik/fg/dbis/Publikationen/2017/wolters2017_ICWS.pdf","open_access":"1"}],"publication_status":"published","date_updated":"2022-10-15T20:01:55Z","author":[{"first_name":"Dennis","last_name":"Wolters","full_name":"Wolters, Dennis","id":"11308"},{"full_name":"Heindorf, Stefan","orcid":"0000-0002-4525-6865","first_name":"Stefan","last_name":"Heindorf","id":"11871"},{"id":"39928","full_name":"Kirchhoff, Jonas","last_name":"Kirchhoff","first_name":"Jonas"},{"id":"107","last_name":"Engels","first_name":"Gregor","full_name":"Engels, Gregor"}],"publication_identifier":{"isbn":["9781538607527"]},"title":"Linking Services to Websites by Leveraging Semantic Data","year":"2017","oa":"1","citation":{"ama":"Wolters D, Heindorf S, Kirchhoff J, Engels G. Linking Services to Websites by Leveraging Semantic Data. In: Altintas I, Chen S, eds. <i>2017 IEEE International Conference on Web Services (ICWS)</i>. IEEE; 2017. doi:<a href=\"https://doi.org/10.1109/icws.2017.80\">10.1109/icws.2017.80</a>","bibtex":"@inproceedings{Wolters_Heindorf_Kirchhoff_Engels_2017, title={Linking Services to Websites by Leveraging Semantic Data}, DOI={<a href=\"https://doi.org/10.1109/icws.2017.80\">10.1109/icws.2017.80</a>}, booktitle={2017 IEEE International Conference on Web Services (ICWS)}, publisher={IEEE}, author={Wolters, Dennis and Heindorf, Stefan and Kirchhoff, Jonas and Engels, Gregor}, editor={Altintas, Ilkay and Chen, Shiping}, year={2017} }","mla":"Wolters, Dennis, et al. “Linking Services to Websites by Leveraging Semantic Data.” <i>2017 IEEE International Conference on Web Services (ICWS)</i>, edited by Ilkay Altintas and Shiping Chen, IEEE, 2017, doi:<a href=\"https://doi.org/10.1109/icws.2017.80\">10.1109/icws.2017.80</a>.","chicago":"Wolters, Dennis, Stefan Heindorf, Jonas Kirchhoff, and Gregor Engels. “Linking Services to Websites by Leveraging Semantic Data.” In <i>2017 IEEE International Conference on Web Services (ICWS)</i>, edited by Ilkay Altintas and Shiping Chen. IEEE, 2017. <a href=\"https://doi.org/10.1109/icws.2017.80\">https://doi.org/10.1109/icws.2017.80</a>.","short":"D. Wolters, S. Heindorf, J. Kirchhoff, G. Engels, in: I. Altintas, S. Chen (Eds.), 2017 IEEE International Conference on Web Services (ICWS), IEEE, 2017.","apa":"Wolters, D., Heindorf, S., Kirchhoff, J., &#38; Engels, G. (2017). Linking Services to Websites by Leveraging Semantic Data. In I. Altintas &#38; S. Chen (Eds.), <i>2017 IEEE International Conference on Web Services (ICWS)</i>. IEEE. <a href=\"https://doi.org/10.1109/icws.2017.80\">https://doi.org/10.1109/icws.2017.80</a>","ieee":"D. Wolters, S. Heindorf, J. Kirchhoff, and G. Engels, “Linking Services to Websites by Leveraging Semantic Data,” in <i>2017 IEEE International Conference on Web Services (ICWS)</i>, 2017, doi: <a href=\"https://doi.org/10.1109/icws.2017.80\">10.1109/icws.2017.80</a>."},"editor":[{"last_name":"Altintas","first_name":"Ilkay","full_name":"Altintas, Ilkay"},{"last_name":"Chen","first_name":"Shiping","full_name":"Chen, Shiping"}],"user_id":"11871","publisher":"IEEE","_id":"5829","status":"public"},{"user_id":"11871","main_file_link":[{"url":"https://arxiv.org/abs/1712.05956","open_access":"1"}],"_id":"6722","language":[{"iso":"eng"}],"date_updated":"2022-10-17T11:36:12Z","year":"2017","status":"public","title":"Overview of the Wikidata Vandalism Detection Task at WSDM Cup 2017","author":[{"orcid":"0000-0002-4525-6865","last_name":"Heindorf","first_name":"Stefan","full_name":"Heindorf, Stefan","id":"11871"},{"full_name":"Potthast, Martin","first_name":"Martin","last_name":"Potthast"},{"full_name":"Engels, Gregor","first_name":"Gregor","last_name":"Engels","id":"107"},{"full_name":"Stein, Benno","first_name":"Benno","last_name":"Stein"}],"type":"conference","oa":"1","department":[{"_id":"66"}],"date_created":"2019-01-15T08:57:40Z","abstract":[{"text":"We report on the Wikidata vandalism detection task at the WSDM Cup 2017. The\r\ntask received five submissions for which this paper describes their evaluation\r\nand a comparison to state of the art baselines. Unlike previous work, we recast\r\nWikidata vandalism detection as an online learning problem, requiring\r\nparticipant software to predict vandalism in near real-time. The\r\nbest-performing approach achieves a ROC-AUC of 0.947 at a PR-AUC of 0.458. In\r\nparticular, this task was organized as a software submission task: to maximize\r\nreproducibility as well as to foster future research and development on this\r\ntask, the participants were asked to submit their working software to the TIRA\r\nexperimentation platform along with the source code for open source release.","lang":"eng"}],"publication":"WSDM Cup 2017 Notebook Papers","citation":{"ieee":"S. Heindorf, M. Potthast, G. Engels, and B. Stein, “Overview of the Wikidata Vandalism Detection Task at WSDM Cup 2017,” 2017.","apa":"Heindorf, S., Potthast, M., Engels, G., &#38; Stein, B. (2017). Overview of the Wikidata Vandalism Detection Task at WSDM Cup 2017. <i>WSDM Cup 2017 Notebook Papers</i>.","short":"S. Heindorf, M. Potthast, G. Engels, B. Stein, in: WSDM Cup 2017 Notebook Papers, 2017.","chicago":"Heindorf, Stefan, Martin Potthast, Gregor Engels, and Benno Stein. “Overview of the Wikidata Vandalism Detection Task at WSDM Cup 2017.” In <i>WSDM Cup 2017 Notebook Papers</i>, 2017.","mla":"Heindorf, Stefan, et al. “Overview of the Wikidata Vandalism Detection Task at WSDM Cup 2017.” <i>WSDM Cup 2017 Notebook Papers</i>, 2017.","bibtex":"@inproceedings{Heindorf_Potthast_Engels_Stein_2017, title={Overview of the Wikidata Vandalism Detection Task at WSDM Cup 2017}, booktitle={WSDM Cup 2017 Notebook Papers}, author={Heindorf, Stefan and Potthast, Martin and Engels, Gregor and Stein, Benno}, year={2017} }","ama":"Heindorf S, Potthast M, Engels G, Stein B. Overview of the Wikidata Vandalism Detection Task at WSDM Cup 2017. In: <i>WSDM Cup 2017 Notebook Papers</i>. ; 2017."}},{"publication":"arXiv:1712.09528","citation":{"chicago":"Potthast, Martin, Stefan Heindorf, and Hannah Bast. “Proceedings of the WSDM Cup 2017: Vandalism Detection and Triple Scoring.” <i>ArXiv:1712.09528</i>, 2017.","short":"M. Potthast, S. Heindorf, H. Bast, ArXiv:1712.09528 (2017).","ieee":"M. Potthast, S. Heindorf, and H. Bast, “Proceedings of the WSDM Cup 2017: Vandalism Detection and Triple Scoring,” <i>arXiv:1712.09528</i>. 2017.","apa":"Potthast, M., Heindorf, S., &#38; Bast, H. (2017). Proceedings of the WSDM Cup 2017: Vandalism Detection and Triple Scoring. In <i>arXiv:1712.09528</i>.","bibtex":"@article{Potthast_Heindorf_Bast_2017, title={Proceedings of the WSDM Cup 2017: Vandalism Detection and Triple Scoring}, journal={arXiv:1712.09528}, author={Potthast, Martin and Heindorf, Stefan and Bast, Hannah}, year={2017} }","ama":"Potthast M, Heindorf S, Bast H. Proceedings of the WSDM Cup 2017: Vandalism Detection and Triple Scoring. <i>arXiv:171209528</i>. Published online 2017.","mla":"Potthast, Martin, et al. “Proceedings of the WSDM Cup 2017: Vandalism Detection and Triple Scoring.” <i>ArXiv:1712.09528</i>, 2017."},"abstract":[{"text":"The WSDM Cup 2017 was a data mining challenge held in conjunction with the\r\n10th International Conference on Web Search and Data Mining (WSDM). It\r\naddressed key challenges of knowledge bases today: quality assurance and entity\r\nsearch. For quality assurance, we tackle the task of vandalism detection, based\r\non a dataset of more than 82 million user-contributed revisions of the Wikidata\r\nknowledge base, all of which annotated with regard to whether or not they are\r\nvandalism. For entity search, we tackle the task of triple scoring, using a\r\ndataset that comprises relevance scores for triples from type-like relations\r\nincluding occupation and country of citizenship, based on about 10,000 human\r\nrelevance judgements. For reproducibility sake, participants were asked to\r\nsubmit their software on TIRA, a cloud-based evaluation platform, and they were\r\nincentivized to share their approaches open source.","lang":"eng"}],"external_id":{"arxiv":["1712.09528"]},"date_created":"2022-10-15T19:14:01Z","type":"preprint","department":[{"_id":"66"}],"status":"public","title":"Proceedings of the WSDM Cup 2017: Vandalism Detection and Triple Scoring","year":"2017","author":[{"full_name":"Potthast, Martin","first_name":"Martin","last_name":"Potthast"},{"id":"11871","full_name":"Heindorf, Stefan","first_name":"Stefan","last_name":"Heindorf","orcid":"0000-0002-4525-6865"},{"last_name":"Bast","first_name":"Hannah","full_name":"Bast, Hannah"}],"date_updated":"2022-10-17T11:21:00Z","language":[{"iso":"eng"}],"_id":"33732","user_id":"11871"},{"date_updated":"2024-05-26T19:15:24Z","author":[{"id":"11871","full_name":"Heindorf, Stefan","last_name":"Heindorf","orcid":"0000-0002-4525-6865","first_name":"Stefan"},{"first_name":"Martin","last_name":"Potthast","full_name":"Potthast, Martin"},{"full_name":"Bast, Hannah","last_name":"Bast","first_name":"Hannah"},{"first_name":"Björn","last_name":"Buchhold","full_name":"Buchhold, Björn"},{"full_name":"Haussmann, Elmar","first_name":"Elmar","last_name":"Haussmann"}],"status":"public","title":"WSDM Cup 2017: Vandalism Detection and Triple Scoring","year":"2017","user_id":"11871","doi":"10.1145/3018661.3022762","publisher":"ACM","_id":"6721","language":[{"iso":"eng"}],"page":"827-828","main_file_link":[{"open_access":"1","url":"https://cs.uni-paderborn.de/fileadmin/informatik/fg/dbis/Publikationen/2017/heindorf2017_WSDM.pdf"}],"citation":{"short":"S. Heindorf, M. Potthast, H. Bast, B. Buchhold, E. Haussmann, in: WSDM, ACM, 2017, pp. 827–828.","chicago":"Heindorf, Stefan, Martin Potthast, Hannah Bast, Björn Buchhold, and Elmar Haussmann. “WSDM Cup 2017: Vandalism Detection and Triple Scoring.” In <i>WSDM</i>, 827–28. ACM, 2017. <a href=\"https://doi.org/10.1145/3018661.3022762\">https://doi.org/10.1145/3018661.3022762</a>.","ieee":"S. Heindorf, M. Potthast, H. Bast, B. Buchhold, and E. Haussmann, “WSDM Cup 2017: Vandalism Detection and Triple Scoring,” in <i>WSDM</i>, 2017, pp. 827–828, doi: <a href=\"https://doi.org/10.1145/3018661.3022762\">10.1145/3018661.3022762</a>.","apa":"Heindorf, S., Potthast, M., Bast, H., Buchhold, B., &#38; Haussmann, E. (2017). WSDM Cup 2017: Vandalism Detection and Triple Scoring. <i>WSDM</i>, 827–828. <a href=\"https://doi.org/10.1145/3018661.3022762\">https://doi.org/10.1145/3018661.3022762</a>","bibtex":"@inproceedings{Heindorf_Potthast_Bast_Buchhold_Haussmann_2017, title={WSDM Cup 2017: Vandalism Detection and Triple Scoring}, DOI={<a href=\"https://doi.org/10.1145/3018661.3022762\">10.1145/3018661.3022762</a>}, booktitle={WSDM}, publisher={ACM}, author={Heindorf, Stefan and Potthast, Martin and Bast, Hannah and Buchhold, Björn and Haussmann, Elmar}, year={2017}, pages={827–828} }","ama":"Heindorf S, Potthast M, Bast H, Buchhold B, Haussmann E. WSDM Cup 2017: Vandalism Detection and Triple Scoring. In: <i>WSDM</i>. ACM; 2017:827-828. doi:<a href=\"https://doi.org/10.1145/3018661.3022762\">10.1145/3018661.3022762</a>","mla":"Heindorf, Stefan, et al. “WSDM Cup 2017: Vandalism Detection and Triple Scoring.” <i>WSDM</i>, ACM, 2017, pp. 827–28, doi:<a href=\"https://doi.org/10.1145/3018661.3022762\">10.1145/3018661.3022762</a>."},"publication":"WSDM","department":[{"_id":"66"}],"oa":"1","type":"conference","date_created":"2019-01-15T08:54:23Z"},{"citation":{"ieee":"B. Jazayeri, M. C. Platenius, G. Engels, and D. Kundisch, <i>Features of IT Service Markets: A Systematic Literature Review (Supplementary Material)</i>. Universität Paderborn, 2016.","apa":"Jazayeri, B., Platenius, M. C., Engels, G., &#38; Kundisch, D. (2016). <i>Features of IT Service Markets: A Systematic Literature Review (Supplementary Material)</i>. Universität Paderborn.","chicago":"Jazayeri, Bahar, Marie Christin Platenius, Gregor Engels, and Dennis Kundisch. <i>Features of IT Service Markets: A Systematic Literature Review (Supplementary Material)</i>. Universität Paderborn, 2016.","short":"B. Jazayeri, M.C. Platenius, G. Engels, D. Kundisch, Features of IT Service Markets: A Systematic Literature Review (Supplementary Material), Universität Paderborn, 2016.","mla":"Jazayeri, Bahar, et al. <i>Features of IT Service Markets: A Systematic Literature Review (Supplementary Material)</i>. Universität Paderborn, 2016.","bibtex":"@book{Jazayeri_Platenius_Engels_Kundisch_2016, title={Features of IT Service Markets: A Systematic Literature Review (Supplementary Material)}, publisher={Universität Paderborn}, author={Jazayeri, Bahar and Platenius, Marie Christin and Engels, Gregor and Kundisch, Dennis}, year={2016} }","ama":"Jazayeri B, Platenius MC, Engels G, Kundisch D. <i>Features of IT Service Markets: A Systematic Literature Review (Supplementary Material)</i>. Universität Paderborn; 2016."},"file_date_updated":"2018-11-12T19:11:20Z","project":[{"_id":"1","name":"SFB 901"},{"_id":"17","name":"SFB 901 - Subprojekt C5"},{"_id":"4","name":"SFB 901 - Project Area C"}],"date_created":"2017-10-17T12:41:30Z","file":[{"file_id":"5534","success":1,"content_type":"application/pdf","file_name":"MarketSurvey_Techreport (1).pdf","file_size":1024328,"access_level":"closed","relation":"main_file","date_updated":"2018-11-12T19:11:20Z","date_created":"2018-11-12T19:11:20Z","creator":"bahareh"}],"department":[{"_id":"276"},{"_id":"66"},{"_id":"76"}],"type":"report","author":[{"id":"36399","first_name":"Bahar","last_name":"Jazayeri","full_name":"Jazayeri, Bahar"},{"full_name":"Platenius, Marie Christin","first_name":"Marie Christin","last_name":"Platenius"},{"full_name":"Engels, Gregor","first_name":"Gregor","last_name":"Engels","id":"107"},{"last_name":"Kundisch","first_name":"Dennis","full_name":"Kundisch, Dennis","id":"21117"}],"status":"public","title":"Features of IT Service Markets: A Systematic Literature Review (Supplementary Material)","year":"2016","has_accepted_license":"1","date_updated":"2022-01-06T06:54:13Z","language":[{"iso":"eng"}],"_id":"198","publisher":"Universität Paderborn","ddc":["040"],"user_id":"477"},{"abstract":[{"text":"The provision of IT solutions over electronic marketplaces became prominent in recent years. We call such marketplaces IT service markets. IT service markets have some core architectural building blocks that impact the quality attributes of these markets. However, these building blocks and their impacts are not well-known. Thus, design choices for IT service markets have been made ad-hoc until now. Furthermore, only single aspects of such markets have been investigated until now, but a comprehensive view is missing.In this paper, we identify common features and their interrelations on the basis of a systematic literature review of 60 publications using grounded theory.This knowledge provides an empirical evidence on the interdisciplinary design choices of IT service markets and it serves as a basis to support market providers and developers to integrate market features. Thereby, we make a first step towards the creation of a reference model for IT service markets that provides a holistic integrated view that can be used to create and maintain successful markets in the future.","lang":"eng"}],"publication":"Proceedings of the 14th International Conference on Service Oriented Computing (ICSOC)","type":"conference","department":[{"_id":"66"},{"_id":"276"},{"_id":"76"}],"file":[{"creator":"florida","date_created":"2018-03-21T12:15:24Z","relation":"main_file","date_updated":"2018-03-21T12:15:24Z","file_name":"199-chp_3A10.1007_2F978-3-319-46295-0_19.pdf","file_size":765410,"access_level":"closed","file_id":"1526","content_type":"application/pdf","success":1}],"date_created":"2017-10-17T12:41:30Z","date_updated":"2022-01-06T06:54:14Z","intvolume":"      9936","year":"2016","title":"Features of IT Service Markets: A Systematic Literature Review","author":[{"full_name":"Jazayeri, Bahar","last_name":"Jazayeri","first_name":"Bahar","id":"36399"},{"last_name":"Platenius","first_name":"Marie","full_name":"Platenius, Marie"},{"id":"107","full_name":"Engels, Gregor","first_name":"Gregor","last_name":"Engels"},{"id":"21117","full_name":"Kundisch, Dennis","last_name":"Kundisch","first_name":"Dennis"}],"doi":"10.1007/978-3-319-46295-0_19","language":[{"iso":"eng"}],"series_title":"Lecture Notes in Computer Science (LNCS)","project":[{"name":"SFB 901","_id":"1"},{"_id":"17","name":"SFB 901 - Subprojekt C5"},{"name":"SFB 901 - Project Area C","_id":"4"}],"file_date_updated":"2018-03-21T12:15:24Z","citation":{"bibtex":"@inproceedings{Jazayeri_Platenius_Engels_Kundisch_2016, place={Banff, Canada}, series={Lecture Notes in Computer Science (LNCS)}, title={Features of IT Service Markets: A Systematic Literature Review}, volume={9936}, DOI={<a href=\"https://doi.org/10.1007/978-3-319-46295-0_19\">10.1007/978-3-319-46295-0_19</a>}, booktitle={Proceedings of the 14th International Conference on Service Oriented Computing (ICSOC)}, publisher={Springer}, author={Jazayeri, Bahar and Platenius, Marie and Engels, Gregor and Kundisch, Dennis}, year={2016}, pages={301–316}, collection={Lecture Notes in Computer Science (LNCS)} }","chicago":"Jazayeri, Bahar, Marie Platenius, Gregor Engels, and Dennis Kundisch. “Features of IT Service Markets: A Systematic Literature Review.” In <i>Proceedings of the 14th International Conference on Service Oriented Computing (ICSOC)</i>, 9936:301–16. Lecture Notes in Computer Science (LNCS). Banff, Canada: Springer, 2016. <a href=\"https://doi.org/10.1007/978-3-319-46295-0_19\">https://doi.org/10.1007/978-3-319-46295-0_19</a>.","short":"B. Jazayeri, M. Platenius, G. Engels, D. Kundisch, in: Proceedings of the 14th International Conference on Service Oriented Computing (ICSOC), Springer, Banff, Canada, 2016, pp. 301–316.","ama":"Jazayeri B, Platenius M, Engels G, Kundisch D. Features of IT Service Markets: A Systematic Literature Review. In: <i>Proceedings of the 14th International Conference on Service Oriented Computing (ICSOC)</i>. Vol 9936. Lecture Notes in Computer Science (LNCS). Banff, Canada: Springer; 2016:301-316. doi:<a href=\"https://doi.org/10.1007/978-3-319-46295-0_19\">10.1007/978-3-319-46295-0_19</a>","ieee":"B. Jazayeri, M. Platenius, G. Engels, and D. Kundisch, “Features of IT Service Markets: A Systematic Literature Review,” in <i>Proceedings of the 14th International Conference on Service Oriented Computing (ICSOC)</i>, 2016, vol. 9936, pp. 301–316.","mla":"Jazayeri, Bahar, et al. “Features of IT Service Markets: A Systematic Literature Review.” <i>Proceedings of the 14th International Conference on Service Oriented Computing (ICSOC)</i>, vol. 9936, Springer, 2016, pp. 301–16, doi:<a href=\"https://doi.org/10.1007/978-3-319-46295-0_19\">10.1007/978-3-319-46295-0_19</a>.","apa":"Jazayeri, B., Platenius, M., Engels, G., &#38; Kundisch, D. (2016). Features of IT Service Markets: A Systematic Literature Review. In <i>Proceedings of the 14th International Conference on Service Oriented Computing (ICSOC)</i> (Vol. 9936, pp. 301–316). Banff, Canada: Springer. <a href=\"https://doi.org/10.1007/978-3-319-46295-0_19\">https://doi.org/10.1007/978-3-319-46295-0_19</a>"},"place":"Banff, Canada","has_accepted_license":"1","status":"public","ddc":["040"],"user_id":"477","volume":9936,"page":"301-316","_id":"199","publisher":"Springer"},{"file_date_updated":"2018-03-21T10:36:37Z","citation":{"mla":"Platenius, Marie Christin, et al. <i>An Overview of Service Specification Language and Matching in On-The-Fly Computing (v0.3)</i>. Universität Paderborn, 2016.","ama":"Platenius MC, Josifovska K, van Rooijen L, et al. <i>An Overview of Service Specification Language and Matching in On-The-Fly Computing (v0.3)</i>. Universität Paderborn; 2016.","bibtex":"@book{Platenius_Josifovska_van Rooijen_Arifulina_Becker_Engels_Schäfer_2016, title={An Overview of Service Specification Language and Matching in On-The-Fly Computing (v0.3)}, publisher={Universität Paderborn}, author={Platenius, Marie Christin and Josifovska, Klementina and van Rooijen, Lorijn and Arifulina, Svetlana and Becker, Matthias and Engels, Gregor and Schäfer, Wilhelm}, year={2016} }","apa":"Platenius, M. C., Josifovska, K., van Rooijen, L., Arifulina, S., Becker, M., Engels, G., &#38; Schäfer, W. (2016). <i>An Overview of Service Specification Language and Matching in On-The-Fly Computing (v0.3)</i>. Universität Paderborn.","ieee":"M. C. Platenius <i>et al.</i>, <i>An Overview of Service Specification Language and Matching in On-The-Fly Computing (v0.3)</i>. Universität Paderborn, 2016.","short":"M.C. Platenius, K. Josifovska, L. van Rooijen, S. Arifulina, M. Becker, G. Engels, W. Schäfer, An Overview of Service Specification Language and Matching in On-The-Fly Computing (v0.3), Universität Paderborn, 2016.","chicago":"Platenius, Marie Christin, Klementina Josifovska, Lorijn van Rooijen, Svetlana Arifulina, Matthias Becker, Gregor Engels, and Wilhelm Schäfer. <i>An Overview of Service Specification Language and Matching in On-The-Fly Computing (v0.3)</i>. Universität Paderborn, 2016."},"project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Subprojekt B1","_id":"9"},{"name":"SFB 901 - Subproject B3","_id":"11"},{"_id":"3","name":"SFB 901 - Project Area B"}],"file":[{"access_level":"closed","file_size":6498677,"file_name":"221-SFB_SSL_Techreport.pdf","date_updated":"2018-03-21T10:36:37Z","relation":"main_file","success":1,"content_type":"application/pdf","file_id":"1512","creator":"florida","date_created":"2018-03-21T10:36:37Z"}],"date_created":"2017-10-17T12:41:35Z","type":"report","department":[{"_id":"66"},{"_id":"76"}],"year":"2016","title":"An Overview of Service Specification Language and Matching in On-The-Fly Computing (v0.3)","status":"public","author":[{"full_name":"Platenius, Marie Christin","last_name":"Platenius","first_name":"Marie Christin"},{"first_name":"Klementina","last_name":"Josifovska","full_name":"Josifovska, Klementina"},{"full_name":"van Rooijen, Lorijn","last_name":"van Rooijen","first_name":"Lorijn","id":"58843"},{"first_name":"Svetlana","last_name":"Arifulina","full_name":"Arifulina, Svetlana"},{"first_name":"Matthias","last_name":"Becker","full_name":"Becker, Matthias"},{"last_name":"Engels","first_name":"Gregor","full_name":"Engels, Gregor","id":"107"},{"first_name":"Wilhelm","last_name":"Schäfer","full_name":"Schäfer, Wilhelm"}],"date_updated":"2022-01-06T06:55:25Z","has_accepted_license":"1","language":[{"iso":"eng"}],"_id":"221","publisher":"Universität Paderborn","user_id":"477","ddc":["040"]},{"language":[{"iso":"eng"}],"doi":"10.1145/2889160.2889271","year":"2016","title":"Automatized Derivation of Comprehensive Specifications for Black-box Services","author":[{"id":"13235","full_name":"Schwichtenberg, Simon","last_name":"Schwichtenberg","first_name":"Simon"}],"date_updated":"2022-01-06T06:55:11Z","file":[{"date_created":"2018-03-21T10:39:14Z","creator":"florida","file_id":"1516","success":1,"content_type":"application/pdf","file_name":"217-sig-alternate.pdf","access_level":"closed","file_size":691294,"relation":"main_file","date_updated":"2018-03-21T10:39:14Z"}],"date_created":"2017-10-17T12:41:34Z","type":"conference","department":[{"_id":"66"}],"publication":"Proceedings of the 38th International Conference on Software Engineering Companion (ICSE)","abstract":[{"lang":"eng","text":"Today, cloud vendors host third party black-box services, whose developers usually provide only textual descriptions or purely syntactical interface specifications. Cloud vendors that give substantial support to other third party developers to integrate hosted services into new software solutions would have a unique selling feature over their competitors. However, to reliably determine if a service is reusable, comprehensive service specifications are needed. Characteristic for comprehensive in contrast to syntactical specifications are the formalization of ontological and behavioral semantics, homogeneity according to a global ontology, and a service grounding that links the abstract service description and its technical realization. Homogeneous, semantical specifications enable to reliably identify reusable services, whereas the service grounding is needed for the technical service integration. In general, comprehensive specifications are not availableand have to be derived. Existing automatized approaches are restricted to certain characteristics of comprehensiveness. In my PhD, I consider an automatized approach to derive fully-fledged comprehensive specifications for black-box services. Ontological semantics are derived from syntactical interface specifications. Behavioral semantics are mined from call logs that cloud vendors create to monitor the hosted services. The specifications are harmonized over a global ontology. The service grounding is established using traceability information. The approach enables third party developers to compose services into complex systems and creates new sales channels for cloud and service providers."}],"page":"815-818","_id":"217","user_id":"477","ddc":["040"],"status":"public","has_accepted_license":"1","file_date_updated":"2018-03-21T10:39:14Z","citation":{"ieee":"S. Schwichtenberg, “Automatized Derivation of Comprehensive Specifications for Black-box Services,” in <i>Proceedings of the 38th International Conference on Software Engineering Companion (ICSE)</i>, 2016, pp. 815–818.","apa":"Schwichtenberg, S. (2016). Automatized Derivation of Comprehensive Specifications for Black-box Services. In <i>Proceedings of the 38th International Conference on Software Engineering Companion (ICSE)</i> (pp. 815–818). <a href=\"https://doi.org/10.1145/2889160.2889271\">https://doi.org/10.1145/2889160.2889271</a>","short":"S. Schwichtenberg, in: Proceedings of the 38th International Conference on Software Engineering Companion (ICSE), 2016, pp. 815–818.","chicago":"Schwichtenberg, Simon. “Automatized Derivation of Comprehensive Specifications for Black-Box Services.” In <i>Proceedings of the 38th International Conference on Software Engineering Companion (ICSE)</i>, 815–18, 2016. <a href=\"https://doi.org/10.1145/2889160.2889271\">https://doi.org/10.1145/2889160.2889271</a>.","mla":"Schwichtenberg, Simon. “Automatized Derivation of Comprehensive Specifications for Black-Box Services.” <i>Proceedings of the 38th International Conference on Software Engineering Companion (ICSE)</i>, 2016, pp. 815–18, doi:<a href=\"https://doi.org/10.1145/2889160.2889271\">10.1145/2889160.2889271</a>.","bibtex":"@inproceedings{Schwichtenberg_2016, title={Automatized Derivation of Comprehensive Specifications for Black-box Services}, DOI={<a href=\"https://doi.org/10.1145/2889160.2889271\">10.1145/2889160.2889271</a>}, booktitle={Proceedings of the 38th International Conference on Software Engineering Companion (ICSE)}, author={Schwichtenberg, Simon}, year={2016}, pages={815–818} }","ama":"Schwichtenberg S. Automatized Derivation of Comprehensive Specifications for Black-box Services. In: <i>Proceedings of the 38th International Conference on Software Engineering Companion (ICSE)</i>. ; 2016:815-818. doi:<a href=\"https://doi.org/10.1145/2889160.2889271\">10.1145/2889160.2889271</a>"},"project":[{"_id":"1","name":"SFB 901"},{"_id":"9","name":"SFB 901 - Subprojekt B1"},{"name":"SFB 901 - Project Area B","_id":"3"}]},{"file":[{"date_created":"2018-03-21T10:38:17Z","creator":"florida","file_id":"1514","content_type":"application/pdf","success":1,"relation":"main_file","date_updated":"2018-03-21T10:38:17Z","file_name":"219-a42-jazayeri.pdf","access_level":"closed","file_size":169229}],"date_created":"2017-10-17T12:41:34Z","type":"conference","department":[{"_id":"66"}],"publication":"Proceedings of the 10th European Conference on Software Architecture (ECSA Workshops)","abstract":[{"lang":"eng","text":"Existing software markets like Google Play allow users to search among available Apps and select one based on the description provided for the App or based on its rating. Future software markets facilitate on-the-fly composition of such Apps based on users’ individual wishes. Realizing such On-The-Fly Computing (OTF) markets requires support of sophisticated software features. In addition, suitable orchestration among such features needs to ensure well-alignment of business and IT aspects in case of run-time changes like market dynamics. However, all these introduce new architectural and management complexities, which are specific to such markets. An architecture framework for OTF markets will include design solutions to overcome these complexities. In my PhD, I aim at identifying an architecture framework for OTF markets including main architectural building blocks and a systematic development process. Such an architecture framework enables the development of OTF markets in the future. Furthermore, this knowledge can be used as a basis to improve existing software markets by integrating missing functionalities."}],"language":[{"iso":"eng"}],"doi":"10.1145/2993412.3010821","year":"2016","title":"Architectural Management of On-The-Fly Computing Markets","author":[{"full_name":"Jazayeri, Bahar","last_name":"Jazayeri","first_name":"Bahar","id":"36399"}],"date_updated":"2022-01-06T06:55:19Z","place":"Copenhagen, Denmark","file_date_updated":"2018-03-21T10:38:17Z","citation":{"bibtex":"@inproceedings{Jazayeri_2016, place={Copenhagen, Denmark}, title={Architectural Management of On-The-Fly Computing Markets}, DOI={<a href=\"https://doi.org/10.1145/2993412.3010821\">10.1145/2993412.3010821</a>}, booktitle={Proceedings of the 10th European Conference on Software Architecture (ECSA Workshops)}, publisher={ACM}, author={Jazayeri, Bahar}, year={2016}, pages={42} }","ama":"Jazayeri B. Architectural Management of On-The-Fly Computing Markets. In: <i>Proceedings of the 10th European Conference on Software Architecture (ECSA Workshops)</i>. Copenhagen, Denmark: ACM; 2016:42. doi:<a href=\"https://doi.org/10.1145/2993412.3010821\">10.1145/2993412.3010821</a>","mla":"Jazayeri, Bahar. “Architectural Management of On-The-Fly Computing Markets.” <i>Proceedings of the 10th European Conference on Software Architecture (ECSA Workshops)</i>, ACM, 2016, p. 42, doi:<a href=\"https://doi.org/10.1145/2993412.3010821\">10.1145/2993412.3010821</a>.","chicago":"Jazayeri, Bahar. “Architectural Management of On-The-Fly Computing Markets.” In <i>Proceedings of the 10th European Conference on Software Architecture (ECSA Workshops)</i>, 42. Copenhagen, Denmark: ACM, 2016. <a href=\"https://doi.org/10.1145/2993412.3010821\">https://doi.org/10.1145/2993412.3010821</a>.","short":"B. Jazayeri, in: Proceedings of the 10th European Conference on Software Architecture (ECSA Workshops), ACM, Copenhagen, Denmark, 2016, p. 42.","ieee":"B. Jazayeri, “Architectural Management of On-The-Fly Computing Markets,” in <i>Proceedings of the 10th European Conference on Software Architecture (ECSA Workshops)</i>, 2016, p. 42.","apa":"Jazayeri, B. (2016). Architectural Management of On-The-Fly Computing Markets. In <i>Proceedings of the 10th European Conference on Software Architecture (ECSA Workshops)</i> (p. 42). Copenhagen, Denmark: ACM. <a href=\"https://doi.org/10.1145/2993412.3010821\">https://doi.org/10.1145/2993412.3010821</a>"},"project":[{"name":"SFB 901","_id":"1"},{"_id":"17","name":"SFB 901 - Subprojekt C5"},{"name":"SFB 901 - Project Area C","_id":"4"}],"page":"42","_id":"219","publisher":"ACM","user_id":"36399","ddc":["040"],"status":"public","has_accepted_license":"1"},{"date_created":"2019-02-19T11:49:42Z","place":"Aachen","type":"conference_editor","department":[{"_id":"66"}],"citation":{"apa":"Hess , S., &#38; Fischer, H. G. (Eds.). (2016). <i>Mensch und Computer 2016 - Usability Professionals. Tagungsband</i>. Aachen: Gesellschaft für Informatik e.V. und German UPA e.V.","ieee":"S. Hess  and H. G. Fischer, Eds., <i>Mensch und Computer 2016 - Usability Professionals. Tagungsband</i>. Aachen: Gesellschaft für Informatik e.V. und German UPA e.V., 2016.","short":"S. Hess , H.G. Fischer, eds., Mensch Und Computer 2016 - Usability Professionals. Tagungsband, Gesellschaft für Informatik e.V. und German UPA e.V., Aachen, 2016.","chicago":"Hess , Steffen , and Holger Gerhard Fischer, eds. <i>Mensch Und Computer 2016 - Usability Professionals. Tagungsband</i>. Aachen: Gesellschaft für Informatik e.V. und German UPA e.V., 2016.","mla":"Hess , Steffen, and Holger Gerhard Fischer, editors. <i>Mensch Und Computer 2016 - Usability Professionals. Tagungsband</i>. Gesellschaft für Informatik e.V. und German UPA e.V., 2016.","ama":"Hess  S, Fischer HG, eds. <i>Mensch Und Computer 2016 - Usability Professionals. Tagungsband</i>. Aachen: Gesellschaft für Informatik e.V. und German UPA e.V.; 2016.","bibtex":"@book{Hess _Fischer_2016, place={Aachen}, title={Mensch und Computer 2016 - Usability Professionals. Tagungsband}, publisher={Gesellschaft für Informatik e.V. und German UPA e.V.}, year={2016} }"},"_id":"7756","language":[{"iso":"eng"}],"publisher":"Gesellschaft für Informatik e.V. und German UPA e.V.","user_id":"52534","editor":[{"first_name":"Steffen ","last_name":"Hess ","full_name":"Hess , Steffen "},{"full_name":"Fischer, Holger Gerhard","last_name":"Fischer","first_name":"Holger Gerhard","id":"30457"}],"year":"2016","status":"public","title":"Mensch und Computer 2016 - Usability Professionals. Tagungsband","date_updated":"2022-01-06T07:03:45Z"}]