- Ontology-Driven Sentiment Analysis of Product and Service Aspects
Kim Schouten, and Flavius Frasincar. Accepted at the Extended Semantic Web Conference 2018. [Ontology, Code available in Heracles framework]
- Framing a Conflict! How Media Report on Earthquake Risks Caused by Gas Drilling
Alette Eva Opperhuizen, Kim Schouten, and Erik Hans Klijn. In Journalism Studies, To appear. Taylor & Francis, 2018.
- Review-Level Aspect-Based Sentiment Analysis Using an Ontology
Sophie de Kok, Linda Punt, Rosita van den Puttelaar, Karoliina Ranta, Kim Schouten, and Flavius Frasincar. In The 33rd Symposium On Applied Computing (SAC 2018), To appear. ACM, 2018. [Ontology]
- Supervised and Unsupervised Aspect Category Detection for Sentiment Analysis with Co-occurrence Data
Kim Schouten, Onne van der Weijde, Flavius Frasincar, and Rommert Dekker. IEEE Transactions on Cybernetics, volume 48, number 4, pages 1263-1275. IEEE, 2018.
- Ontology-Enhanced Aspect-Based Sentiment Analysis
Kim Schouten, Flavius Frasincar, and Franciska de Jong. In 17th International Conference on Web Engineering (ICWE 2017), volume 10360 of Lecture Notes in Computer Science, pages 302-320. Springer, 2017.
- COMMIT at SemEval-2017 Task 5: Ontology-based Method for Sentiment Analysis of Financial Headlines
Kim Schouten, Flavius Frasincar, and Franciska de Jong. In 11th International Workshop on Semantic Evaluation (SemEval 2017), pages 883-887. ACL, 2017. [Ontology, Poster]
- An Ontology-Enhanced Hybrid Approach to Aspect-Based Sentiment Analysis
Daan de Heij, Artiom Troyanovsky, Cynthia Yang, Milena Zychlinsky Scharff, Kim Schouten, and Flavius Frasincar. In 18th International Conference on Web Information Systems Engineering (WISE 2017), pages 338-345. Springer, 2017.
- Survey on Aspect-Level Sentiment Analysis
Kim Schouten and Flavius Frasincar. IEEE Transactions on Knowledge and Data Engineering, volume 28, number 3, pages 813-830. IEEE, 2016.
- Aspect-Based Sentiment Analysis on the Web using Rhetorical Structure Theory
Rowan Hoogervorst, Erik Essink, Wouter Jansen, Max van den Helder, Kim Schouten, Flavius Frasincar, and Maite Taboada. In 16th International Conference on Web Engineering (ICWE 2016), volume 9671 of Lecture Notes in Computer Science, pages 317-334. Springer, 2016. [Slides] [Distinguished Paper Award]
- An Information Gain-Driven Feature Study for Aspect-Based Sentiment Analysis
Kim Schouten, Flavius Frasincar, and Rommert Dekker. In 21st International Conference on Application of Natural Language to Information Systems (NLDB 2016), volume 9612 of Lecture Notes in Computer Science, pages 48-59. Springer, 2016. [Slides]
- COMMIT at SemEval-2016 Task 5: Sentiment Analysis with Rhetorical Structure Theory
Kim Schouten, and Flavius Frasincar. In 10th International Workshop on Semantic Evaluation (SemEval 2016), pages 356-360. ACL, 2016. [Poster]
- Web News Sentence Searching Using Linguistic Graph Similarity
Kim Schouten, and Flavius Frasincar. In 12th International Baltic Conference on Databases and Information Systems (DB&IS 2016), volume 615 of Communications in Computer and Information Science, pages 319-333. Springer, 2016. [Slides]
- Using Linguistic Graph Similarity to Search for Sentences in News Articles
Kim Schouten, and Flavius Frasincar. In Selected Papers from the 12th International Baltic Conference on Databases and Information Systems (DB&IS 2016), volume 291 of Frontiers in Artificial Intelligence and Applications, pages 255-268. IOS Press, 2016.
- Detection of Multiple Implicit Features per Sentence in Consumer Review Data
Nikoleta Dosoula, Roel Griep, Rick den Ridder, Rick Slangen, Kim Schouten, and Flavius Frasincar. In 12th International Baltic Conference on Databases and Information Systems (DB&IS 2016), volume 615 of Communications in Computer and Information Science, pages 289-303. Springer, 2016.
- Sentiment Analysis of Multiple Implicit Features per Sentence in Consumer Review Data
Nikoleta Dosoula, Roel Griep, Rick den Ridder, Rick Slangen, Ruud van Luijk, Kim Schouten, and Flavius Frasincar. In Selected Papers from the 12th International Baltic Conference on Databases and Information Systems (DB&IS 2016), volume 291 of Frontiers in Artificial Intelligence and Applications, pages 241-254. IOS Press, 2016.
- Aspect-Based Sentiment Analysis Using Lexico-Semantic Patterns
Kim Schouten, Frederique Baas, Olivier Bus, Alexander Osinga, Nikki van de Ven, Steffie van Loenhout, Lisanne Vrolijk, and Flavius Frasincar. In 17th International Conference on Web Information Systems Engineering (WISE 2016), volume 10042 of Lecture Notes in Computer Science, pages 35-42. Springer, 2016.
- A Data Type-Driven Property Alignment Framework for Product Duplicate Detection on the Web
Gijs van Rooij, Ravi Sewnarain, Martin Skogholt, Tim van der Zaan, Flavius Frasincar, and Kim Schouten. In 17th International Conference on Web Information Systems Engineering (WISE 2016), volume 10042 of Lecture Notes in Computer Science, pages 380-395. Springer, 2016.
- The Benefit of Concept-Based Features for Sentiment Analysis
Kim Schouten and Flavius Frasincar. In Semantic Web Evaluation Challenges, pages 223-233. Springer, 2015.
- Linked Data in Action: Personalized Museum Tours on Mobile Devices
Olga Kovalenko, Yassine Mrabet, Kim Schouten, Suad Sejdovic. In ESWC Developers Workshop 2015 (ESWC-DEV 2015), pages 14-19. CEUR-WS, 2015.
- Semantics-Driven Implicit Aspect Detection in Consumer Reviews
Kim Schouten, Nienke de Boer, Tjian Lam, Marijtje van Leeuwen, Ruud van Luijk, Flavius Frasincar. In companion publication to the 24th International Conference on World Wide Web (WWW-Companion 2015), pages 109-110. International World Wide Web Conferences Steering Committee, 2015. [Poster]
- Identifying Explicit Features for Sentiment Analysis in Consumer Reviews
Nienke de Boer, Marijtje van Leeuwen, Ruud van Luijk, Kim Schouten, Flavius Frasincar, and Damir Vandic. In 15th International Conference on Web Information Systems Engineering (WISE 2014), volume 8786 of Lecture Notes in Computer Science, pages 357-371. Springer, 2014.
- Finding Implicit Features in Consumer Reviews for Sentiment Analysis
Kim Schouten and Flavius Frasincar. In 14th International Conference on Web Engineering (ICWE 2014), volume 8541 of Lecture Notes in Computer Science, pages 130-144. Springer, 2014. [Slides]
- Implicit Feature Extraction for Sentiment Analysis in Consumer Reviews
Kim Schouten and Flavius Frasincar. In 19th International Conference on Application of Natural Language to Information Systems (NLDB 2014), volume 8455 of Lecture Notes in Computer Science, pages 228-231. Springer, 2014. [Poster]
- Implicit feature detection for sentiment analysis
Kim Schouten and Flavius Frasincar. In companion publication to the 23rd International Conference on World Wide Web (WWW-Companion 2014), pages 367-368. International World Wide Web Conferences Steering Committee, 2014. [Poster]
- Commit-p1wp3: A co-occurrence based approach to aspect-level sentiment analysis
Kim Schouten, Flavius Frasincar, and Franciska de Jong. In 8th International Workshop on Semantic Evaluation (SemEval 2014), pages 203-207. ACL, 2014.
- Searching and Hyperlinking using Word Importance Segment Boundaries in MediaEval 2013
Kim Schouten, Robin Aly, Roeland Ordelman. In MediaEval. 2013.
- A Linguistic Graph-based Approach for Web News Sentence Searching
Kim Schouten and Flavius Frasincar. In 24th International Conference on Database and Expert Systems Applications (DEXA 2013), volume 8056 of Lecture Notes in Computer Science, pages 57-64. Springer, 2013.
- A Dependency Graph Isomorphism for News Sentence Searching
Kim Schouten and Flavius Frasincar. In 18th International Conference on Application of Natural Language to Information Systems (NLDB 2013), volume 7934 of Lecture Notes in Computer Science, pages 384-387. Springer, 2013. [Poster]
- Semantics-Based Information Extraction for Detecting Economic Events
Alexander Hogenboom, Frederik Hogenboom, Flavius Frasincar, Kim Schouten, and Otto. van der Meer. Multimedia Tools and Applications, volume 64, number 1, pages 27-52. Springer, 2013.
- Detecting Economic Events Using a Semantics-Based Pipeline
Alexander Hogenboom, Frederik Hogenboom, Flavius Frasincar, Uzay Kaymak, Otto van der Meer, and Kim Schouten. In 22nd International Conference on Database and Expert Systems Applications (DEXA 2011), volume 6860 of Lecture Notes in Computer Science, pages 440-447. Springer, 2011.
- A Semantic Web-Based Approach for Personalizing News
Kim Schouten, Philip Ruijgrok, Jethro Borsje, Flavius Frasincar, Leonard Levering, Frederik Hogenboom. In 25th Symposium on Applied Computing (SAC 2010), pages 854-861. ACM, 2010.
- SPEED: A Semantics-Based Pipeline for Economic Event Detection
Frederik Hogenboom, Alexander Hogenboom, Flavius Frasincar, Uzay Kaymak, Otto van der Meer, Kim Schouten, and Damir Vandic. In 29th International Conference on Conceptual Modeling (ER 2010), volume 6412 of Lecture Notes in Computer Science, pages 452-457. Springer, 2010.
