{"doi":"10.3390/computers8010022","oa":"1","publication_status":"published","publication_identifier":{"issn":["2073-431X"]},"ddc":["000"],"article_type":"original","citation":{"apa":"Bäumer, F. S., Kersting, J., &#38; Geierhos, M. (2019). Natural Language Processing in OTF Computing: Challenges and the Need for Interactive Approaches. <i>Computers</i>, <i>8</i>(1). <a href=\"https://doi.org/10.3390/computers8010022\">https://doi.org/10.3390/computers8010022</a>","ama":"Bäumer FS, Kersting J, Geierhos M. Natural Language Processing in OTF Computing: Challenges and the Need for Interactive Approaches. <i>Computers</i>. 2019;8(1). doi:<a href=\"https://doi.org/10.3390/computers8010022\">10.3390/computers8010022</a>","bibtex":"@article{Bäumer_Kersting_Geierhos_2019, title={Natural Language Processing in OTF Computing: Challenges and the Need for Interactive Approaches}, volume={8}, DOI={<a href=\"https://doi.org/10.3390/computers8010022\">10.3390/computers8010022</a>}, number={122}, journal={Computers}, publisher={MDPI AG, Basel, Switzerland}, author={Bäumer, Frederik Simon and Kersting, Joschka and Geierhos, Michaela}, year={2019} }","mla":"Bäumer, Frederik Simon, et al. “Natural Language Processing in OTF Computing: Challenges and the Need for Interactive Approaches.” <i>Computers</i>, vol. 8, no. 1, 22, MDPI AG, Basel, Switzerland, 2019, doi:<a href=\"https://doi.org/10.3390/computers8010022\">10.3390/computers8010022</a>.","ieee":"F. S. Bäumer, J. Kersting, and M. Geierhos, “Natural Language Processing in OTF Computing: Challenges and the Need for Interactive Approaches,” <i>Computers</i>, vol. 8, no. 1, 2019.","short":"F.S. Bäumer, J. Kersting, M. Geierhos, Computers 8 (2019).","chicago":"Bäumer, Frederik Simon, Joschka Kersting, and Michaela Geierhos. “Natural Language Processing in OTF Computing: Challenges and the Need for Interactive Approaches.” <i>Computers</i> 8, no. 1 (2019). <a href=\"https://doi.org/10.3390/computers8010022\">https://doi.org/10.3390/computers8010022</a>."},"main_file_link":[{"open_access":"1","url":"https://www.mdpi.com/2073-431X/8/1/22/pdf"}],"quality_controlled":"1","title":"Natural Language Processing in OTF Computing: Challenges and the Need for Interactive Approaches","file":[{"file_size":3164523,"success":1,"file_name":"Bäumer et al. (2019), Baeumer2019.pdf","creator":"jkers","date_created":"2020-09-18T09:23:34Z","access_level":"closed","date_updated":"2020-09-18T09:23:34Z","content_type":"application/pdf","file_id":"19572","relation":"main_file"}],"year":"2019","issue":"1","keyword":["Inaccuracy Detection","Natural Language Software Requirements","Chat Bot"],"author":[{"last_name":"Bäumer","full_name":"Bäumer, Frederik Simon","first_name":"Frederik Simon","id":"38837"},{"first_name":"Joschka","id":"58701","full_name":"Kersting, Joschka","last_name":"Kersting"},{"full_name":"Geierhos, Michaela","last_name":"Geierhos","orcid":"0000-0002-8180-5606","first_name":"Michaela","id":"42496"}],"article_number":"22","department":[{"_id":"36"},{"_id":"1"},{"_id":"579"}],"abstract":[{"text":"The vision of On-the-Fly (OTF) Computing is to compose and provide software services ad hoc, based on requirement descriptions in natural language. Since non-technical users write their software requirements themselves and in unrestricted natural language, deficits occur such as inaccuracy and incompleteness. These deficits are usually met by natural language processing methods, which have to face special challenges in OTF Computing because maximum automation is the goal. In this paper, we present current automatic approaches for solving inaccuracies and incompletenesses in natural language requirement descriptions and elaborate open challenges. In particular, we will discuss the necessity of domain-specific resources and show why, despite far-reaching automation, an intelligent and guided integration of end users into the compensation process is required. In this context, we present our idea of a chat bot that integrates users into the compensation process depending on the given circumstances. ","lang":"eng"}],"has_accepted_license":"1","user_id":"58701","type":"journal_article","volume":8,"date_created":"2019-03-06T14:27:28Z","status":"public","_id":"8424","publication":"Computers","project":[{"name":"SFB 901","_id":"1"},{"_id":"3","name":"SFB 901 - Project Area B"},{"name":"SFB 901 - Subproject B1","_id":"9"}],"file_date_updated":"2020-09-18T09:23:34Z","publisher":"MDPI AG, Basel, Switzerland","language":[{"iso":"eng"}],"date_updated":"2022-01-06T07:03:55Z","intvolume":"         8","conference":{"end_date":"2018-10-06","location":"Vilnius, Lithuania","name":"24th International Conference on Information and Software Technologies (ICIST 2018)","start_date":"2018-10-04"}}