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115 Publications


2020 | Conference Paper | LibreCat-ID: 15635
Neural Learning for Aspect Phrase Extraction and Classification in Sentiment Analysis
J. Kersting, M. Geierhos, in: Proceedings of the 33rd International Florida Artificial Intelligence Research Symposium (FLAIRS) Conference, AAAI, North Miami Beach, FL, USA, 2020, pp. 282--285.
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2020 | Conference Paper | LibreCat-ID: 15256
What Reviews in Local Online Labour Markets Reveal about the Performance of Multi-Service Providers
J. Kersting, M. Geierhos, in: Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, SCITEPRESS, Setúbal, Portugal, 2020, pp. 263--272.
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2019 | Encyclopedia Article | LibreCat-ID: 8312 | OA
Requirements Engineering in OTF-Computing
F.S. Bäumer, M. Geierhos, in: Encyclopedia.Pub, MDPI, Basel, Switzerland, 2019.
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2019 | Journal Article | LibreCat-ID: 8424 | OA LibreCat | Files available | DOI | Download (ext.)
 

2019 | Conference Abstract | LibreCat-ID: 8532 | OA
Potentielle Privatsphäreverletzungen aufdecken und automatisiert sichtbar machen
F.S. Bäumer, B. Buff, M. Geierhos, in: P. Sahle (Ed.), DHd 2019 Digital Humanities: multimedial & multimodal. Konferenzabstracts, Zenodo, Frankfurt am Main, Germany, 2019, pp. 192–193.
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2019 | Conference Paper | LibreCat-ID: 9613
In Reviews We Trust: But Should We? Experiences with Physician Review Websites
J. Kersting, F.S. Bäumer, M. Geierhos, in: M. Ramachandran, R. Walters, G. Wills, V. Méndez Muñoz, V. Chang (Eds.), Proceedings of the 4th International Conference on Internet of Things, Big Data and Security, SCITEPRESS, Setúbal, Portugal, 2019, pp. 147–155.
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2018 | Book Chapter | LibreCat-ID: 2322
How to Deal with Inaccurate Service Descriptions in On-The-Fly Computing: Open Challenges
F.S. Bäumer, M. Geierhos, in: M. Silberztein, F. Atigui, E. Kornyshova, E. Métais, F. Meziane (Eds.), Proceedings of the 23rd International Conference on Natural Language and Information Systems, Springer, Cham, Switzerland, 2018, pp. 509–513.
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2018 | Journal Article | LibreCat-ID: 2331
Improving Classifiers for Semantic Annotation of Software Requirements with Elaborate Syntactic Structure
Y. Kim, S. Lee, M. Dollmann, M. Geierhos, International Journal of Advanced Science and Technology 112 (2018) 123–136.
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2018 | Book Chapter | LibreCat-ID: 6436
Freiraum zur individuellen Reflexion gemeinsamer Werte
M. Geierhos, in: K.B. Schnebel, A. Taubenböck (Eds.), Integration und Toleranz, 1st ed., Klemm+Oelschläger, Ulm, Germany, 2018, pp. 288–292.
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2018 | Book Chapter | LibreCat-ID: 4338
Rate Your Physician: Findings from a Lithuanian Physician Rating Website
F.S. Bäumer, J. Kersting, V. Kuršelis, M. Geierhos, in: R. Damaševičius, G. Vasiljevienė (Eds.), Communications in Computer and Information Science, Springer, Cham, Switzerland, 2018, pp. 43–58.
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2018 | Conference Paper | LibreCat-ID: 4339
NLP in OTF Computing: Current Approaches and Open Challenges
F.S. Bäumer, M. Geierhos, in: R. Damaševičius, G. Vasiljevienė (Eds.), Proceedings of the 24th International Conference on Information and Software Technologies (ICIST 2018), Springer, Cham, Switzerland, 2018, pp. 559–570.
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2018 | Conference Abstract | LibreCat-ID: 4341
Text Broom: A ML-based Tool to Detect and Highlight Privacy Breaches in Physician Reviews: An Insight into Our Current Work
F.S. Bäumer, M. Geierhos, in: European Conference on Data Analysis 2018: Multidisciplinary Facets of Data Science - Book of Abstracts, 2018.
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2018 | Conference Paper | LibreCat-ID: 4349 | OA
Towards a Multi-Stage Approach to Detect Privacy Breaches in Physician Reviews
F.S. Bäumer, J. Kersting, M. Orlikowski, M. Geierhos, in: A. Khalili, M. Koutraki (Eds.), Proceedings of the Posters and Demos Track of the 14th International Conference on Semantic Systems Co-Located with the 14th International Conference on Semantic Systems (SEMANTiCS 2018), CEUR-WS.org, 2018.
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2018 | Conference Paper | LibreCat-ID: 44 | OA
Flexible Ambiguity Resolution and Incompleteness Detection in Requirements Descriptions via an Indicator-based Configuration of Text Analysis Pipelines
F.S. Bäumer, M. Geierhos, in: Proceedings of the 51st Hawaii International Conference on System Sciences, 2018, pp. 5746–5755.
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2018 | Book Chapter | LibreCat-ID: 1104
Unschärfe bei der Interpretation natürlichsprachlicher Anforderungsbeschreibungen
M. Geierhos, in: S. Freitag, M. Geierhos, R. Asmani, J.I. Haug (Eds.), Unschärfe - Der Umgang mit fehlender Eindeutigkeit, 1st ed., Ferdinand Schöningh, Paderborn, Germany, 2018, pp. 111–128.
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2018 | Conference Paper | LibreCat-ID: 1181 | OA
How to Deal with Inaccurate Service Requirements? Insights in Our Current Approach and New Ideas
F.S. Bäumer, M. Geierhos, in: K. Schmid, P. Spoletini, E. Ben Charrada, Y. Chisik, F. Dalpiaz, A. Ferrari, P. Forbrig, X. Franch, M. Kirikova, N. Madhavji, C. Palomares, J. Ralyté, M. Sabetzadeh, P. Sawyer, D. van der Linden, A. Zamansky (Eds.), Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track Co-Located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018), CEUR-WS.org, 2018.
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2018 | Conference Paper | LibreCat-ID: 1182 | OA
CORDULA: Software Requirements Extraction Utilizing Chatbot as Communication Interface
E. Friesen, F.S. Bäumer, M. Geierhos, in: K. Schmid, P. Spoletini, E. Ben Charrada, Y. Chisik, F. Dalpiaz, A. Ferrari, P. Forbrig, X. Franch, M. Kirikova, N. Madhavji, C. Palomares, J. Ralyté, M. Sabetzadeh, P. Sawyer, D. van der Linden, A. Zamansky (Eds.), Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track Co-Located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018), CEUR-WS.org, 2018.
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2018 | Conference Paper | LibreCat-ID: 1183 | OA
Back to Basics: Extracting Software Requirements with a Syntactic Approach
M. Caron, F.S. Bäumer, M. Geierhos, in: K. Schmid, P. Spoletini, E. Ben Charrada, Y. Chisik, F. Dalpiaz, A. Ferrari, P. Forbrig, X. Franch, M. Kirikova, N. Madhavji, C. Palomares, J. Ralyté, M. Sabetzadeh, P. Sawyer, D. van der Linden, A. Zamansky (Eds.), Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track Co-Located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018), CEUR-WS.org, 2018.
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2018 | Conference Abstract | LibreCat-ID: 1379 | OA
Supporting the Cognitive Process in Annotation Tasks
N. Seemann, M. Geierhos, M.-L. Merten, D. Tophinke, M.D. Wever, E. Hüllermeier, in: K. Eckart, D. Schlechtweg (Eds.), Postersession Computerlinguistik der 40. Jahrestagung der Deutschen Gesellschaft für Sprachwissenschaft, 2018.
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2017 | Conference Paper | LibreCat-ID: 25099
Using Sentiment Analysis on Local Up-to-the-Minute News: An Integrated Approach
J. Kersting, M. Geierhos, in: R. Damasevicius, V. Mikašytė, Vilma (Eds.), Proceedings of the 23rd International Conference on Information and Software Technologies, Communications in Computer and Information Science, Springer International Publishing, Druskininkai, Lithuania, 2017, pp. 528–538.
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2017 | Book Chapter | LibreCat-ID: 25102
Guesswork? Resolving Vagueness in User-Generated Software Requirements
M. Geierhos, Frederik Simon Baeumer , in: Henning Christiansen, M.D. Jiménez -López, R. Loukanova, L.S. Moss (Eds.), Partiality and Underspecification in Information, Languages, and Knowledge, Cambridge Scholars Publishing, 2017, pp. 65–108.
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2017 | Conference Paper | LibreCat-ID: 25245
Studying Software Descriptions in SourceForge and App Stores for a better Understanding of real-life Requirements
F.S. Baeumer, M. Dollmann, M. Geierhos, in: Federica Sarro, E. Shihab, Meiyappan Nagappan, M.C. Platenius, Daniel Kaimann (Eds.), Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics, ACM, Paderborn, 2017, pp. 19–25.
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2017 | Conference Paper | LibreCat-ID: 1156
Internet of Things Architecture for Handling Stream Air Pollution Data
J. Kersting, M. Geierhos, H. Jung, T. Kim, in: M. Ramachandran, V. Méndez Muñoz, V. Kantere, G. Wills, R. Walters, V. Chang (Eds.), Proceedings of the 2nd International Conference on Internet of Things, Big Data and Security, SCITEPRESS, Setúbal, Portugal, 2017, pp. 117–124.
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2017 | Conference Paper | LibreCat-ID: 1158
Annotation Challenges for Reconstructing the Structural Elaboration of Middle Low German
N. Seemann, M.-L. Merten, M. Geierhos, D. Tophinke, E. Hüllermeier, in: Proceedings of the Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature, Association for Computational Linguistics (ACL), Stroudsburg, PA, USA, 2017, pp. 40–45.
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2017 | Book Chapter | LibreCat-ID: 1159
Using Sentiment Analysis on Local Up-to-the-Minute News: An Integrated Approach
J. Kersting, M. Geierhos, in: R. Damaševičius, V. Mikašytė (Eds.), Information and Software Technologies: 23rd International Conference, ICIST 2017, Druskininkai, Lithuania, October 12–14, 2017, Proceedings, Springer, Cham, Switzerland, 2017, pp. 528–538.
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2017 | Book Chapter | LibreCat-ID: 1161
Privacy Matters: Detecting Nocuous Patient Data Exposure in Online Physician Reviews
F.S. Bäumer, N. Grote, J. Kersting, M. Geierhos, in: R. Damaševičius, V. Mikašytė (Eds.), Information and Software Technologies: 23rd International Conference, ICIST 2017, Druskininkai, Lithuania, October 12–14, 2017, Proceedings, Springer, Cham, Switzerland, 2017, pp. 77–89.
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2017 | Book Chapter | LibreCat-ID: 93
Guesswork? Resolving Vagueness in User-Generated Software Requirements
M. Geierhos, F.S. Bäumer, in: H. Christiansen, M.D. Jiménez-López, R. Loukanova, L.S. Moss (Eds.), Partiality and Underspecification in Information, Languages, and Knowledge, 1st ed., Cambridge Scholars Publishing, Newcastle upon Tyne, UK, 2017, pp. 65–108.
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2017 | Conference Paper | LibreCat-ID: 57
Studying Software Descriptions in SourceForge and App Stores for a better Understanding of real-life Requirements
F.S. Bäumer, M. Dollmann, M. Geierhos, in: F. Sarro, E. Shihab, M. Nagappan, M.C. Platenius, D. Kaimann (Eds.), Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics, ACM, New York, NY, USA, 2017, pp. 19–25.
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2017 | Conference Paper | LibreCat-ID: 97
From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process
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.
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2017 | Journal Article | LibreCat-ID: 1098
Semantic Annotation of Software Requirements with Language Frame
Y.-S. Kim, S.-W. Lee, M. Dollmann, M. Geierhos, International Journal of Software Engineering for Smart Device 4 (2017) 1–6.
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2016 | Book Chapter | LibreCat-ID: 25260
Sentiment analysis
M. Geierhos, in: Norbert Gronau, J.{\ "o} rg Becker, E. Sinz, L. Suhl, J.M. Leimeister (Eds.), Encyclopedia {\ "a} the Business Informatics, 9th ed., GITO-Verlag, 2016.
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2016 | Book Chapter | LibreCat-ID: 25261
Webmonitoring
M. Geierhos, in: N. Gronau, J.{\ "o} rg Becker, E. Sinz, L. Suhl, J.M. Leimeister (Eds.), Encyclopedia {\ "a} the Business Informatics, 9th ed., GITO-Verlag, 2016.
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2016 | Book Chapter | LibreCat-ID: 25263
Crawler (focused / not focused)
M. Geierhos, in: Norbert Gronau, J.{\ "o} rg Becker, E. Sinz, L Suhl, J.M. Leimeister (Eds.), Encyclopedia {\ "a} the Business Informatics , 9th ed., GITO-Verlag, 2016.
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2016 | Book Chapter | LibreCat-ID: 25264
Text Mining
M. Geierhos, in: N. Gronau, J.{\ "o} rg Becker, E. Sinz, L. Suhl, J.M. Leimeister, (Eds.), Encyclopedia {\ "a} the Business Informatics , 9th ed., GITO-Verlag, 2016.
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2016 | Book Chapter | LibreCat-ID: 25315
Running Out of Words: How Similar User Stories Can Help to Elaborate Individual Natural Language Requirement Descriptions
F.S. Baeumer, M. Geierhos, in: G. Dregvaite, R. Damasevicius, Robertas (Eds.), Proceedings of the 22nd Conference on Information and Software Technologies (ICIST 2016), Springer International Publishing, Druskininkai, Litauen, 2016, pp. 549–558.
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2016 | Conference Paper | LibreCat-ID: 25317
How to Complete Customer Requirements Using Concept Expansion for Requirement Refinement
M. Geierhos, Frederik Simon Baeumer, in: Proceedings of the 21st International Conference on Applications of Natural Language to Information Systems (NLDB 2016), Springer, Salford, UK, 2016, pp. 37–47.
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2016 | Book Chapter | LibreCat-ID: 25318
Wie verhalten sich Aktion{\"a}re bei Unternehmenszusammenschl{\"u}ssen? Modellierung sprachlicher Muster zur Analyse treibender Faktoren bei der Berichterstattung
S.C. Stotz, M. Geierhos, in: DHd 2016: Modellierung - Vernetzung - Visualisierung. Die Digital Humanities Als F{\"a}cher{\"u}bergreifendes Forschungsparadigma. Konferenzabstracts, Universit{\"a}t Leipzig, Leipzig, 2016, pp. 378–381.
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2016 | Conference Paper | LibreCat-ID: 1151 | OA
Wie verhalten sich Aktionäre bei Unternehmenszusammenschlüssen? Modellierung sprachlicher Muster zur Analyse treibender Faktoren bei der Berichterstattung
S. Stotz, M. Geierhos, in: DHd 2016: Modellierung - Vernetzung - Visualisierung. Die Digital Humanities als fächerübergreifendes Forschungsparadigma. Konferenzabstracts, Universität Leipzig,  7. bis 12. März 2016, Nisaba-Verlag, Duisburg, Germany, 2016, pp. 378–381.
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2016 | Encyclopedia Article | LibreCat-ID: 1152 | OA
Webmonitoring
M. Geierhos, in: N. Gronau, J. Becker, E. Sinz, L. Suhl, J.M. Leimeister (Eds.), Enzyklopädie der Wirtschaftsinformatik, 9th ed., GITO-Verlag, Berlin, Germany, 2016.
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2016 | Encyclopedia Article | LibreCat-ID: 1153 | OA
Sentimentanalyse
M. Geierhos, in: N. Gronau, J. Becker, E. Sinz, L. Suhl, J.M. Leimeister (Eds.), Enzyklopädie der Wirtschaftsinformatik, 9th ed., GITO-Verlag, Berlin, Germany, 2016.
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2016 | Encyclopedia Article | LibreCat-ID: 1154 | OA
Text Mining
M. Geierhos, in: N. Gronau, J. Becker, E. Sinz, L. Suhl, J.M. Leimeister (Eds.), Enzyklopädie der Wirtschaftsinformatik, 9th ed., GITO-Verlag, Berlin, Germany, 2016.
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2016 | Encyclopedia Article | LibreCat-ID: 1155 | OA
Crawler (fokussiert / nicht fokussiert)
M. Geierhos, in: N. Gronau, J. Becker, E. Sinz, L. Suhl, J.M. Leimeister (Eds.), Enzyklopädie der Wirtschaftsinformatik, 9th ed., GITO-Verlag, Berlin, Germany, 2016.
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2016 | Conference Paper | LibreCat-ID: 176 | OA
On- and Off-Topic Classification and Semantic Annotation of User-Generated Software Requirements
M. Dollmann, M. Geierhos, in: Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP), Association for Computational Linguistics (ACL), Austin, TX, USA, 2016, pp. 1807–1816.
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2016 | Conference Paper | LibreCat-ID: 191
How to Complete Customer Requirements: Using Concept Expansion for Requirement Refinement
M. Geierhos, F.S. Bäumer, in: E. Métais, F. Meziane, M. Saraee, V. Sugumaran, S. Vadera (Eds.), Proceedings of the 21st International Conference on Applications of Natural Language to Information Systems (NLDB), Springer, Cham, Switzerland, 2016, pp. 37–47.
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2016 | Conference Paper | LibreCat-ID: 158
Running out of Words: How Similar User Stories Can Help to Elaborate Individual Natural Language Requirement Descriptions
F.S. Bäumer, M. Geierhos, in: G. Dregvaite, R. Damasevicius (Eds.), Proceedings of the 22nd International Conference on Information and Software Technologies (ICIST), Springer, Cham, Switzerland, 2016, pp. 549–558.
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2015 | Book Chapter | LibreCat-ID: 25408
A System for Uncovering Latent Connectivity of Health Care Providers in Online Reviews
F.S. Baeumer, M. Geierhos, S. Schulze, in: Information and Software Technologies: 21th International Conference, ICIST 2015, Druskininkai, Lithuania, October 15-16, 2015, Proceedings, 1st ed., Springer International Publishing, 2015, pp. 3–15.
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2015 | Conference Paper | LibreCat-ID: 25409
Find a Physician by Matching Medical Needs described in your Own Words
F.S. Baeumer, M. Dollmann, M. Geierhos, in: Elsevier, Berlin, 2015, pp. 417–424.
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2015 | Book Chapter | LibreCat-ID: 25413
Filtering Reviews by Random Individual Error
M. Geierhos, Frederik Simon Baeumer, S. Sabine, S. Valentina, in: M. Ali, Y.S. Kwon, C.-H. Lee, J. Kim, Y. Kim (Eds.), Current Approaches in Applied Artificial Intelligence, Lecture Notes in Computer Science, Springer International Publishing Switzerland, Switzerland, 2015, pp. 305–315.
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2015 | Conference Paper | LibreCat-ID: 25414
I grade what I get but write what I think." Inconsistency Analysis in Patients‘ Reviews
M. Geierhos, Frederik Simon Baeumer, S. Schulze, Valentina Stu{\ss}, in: ECIS 2015 Completed Research Papers, 2015.
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2015 | Conference Paper | LibreCat-ID: 25587
Identifikation kognitiver Effekte in Online-Bewertungen
M. Geierhos, V. Stu{\ss}, in: Graz, 2015, pp. 239–243.
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