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Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches

, , and . Proceedings of the 13th ACM Conference on Recommender Systems, page 101–109. New York, NY, USA, Association for Computing Machinery, (2019)
DOI: 10.1145/3298689.3347058

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AllRight : Automatic Ontology Instantiation from Tabular Web Documents, , , and . (2008)ADVISOR SUITE - A Knowledge-Based Sales Advisory-System.. ECAI, page 720-724. IOS Press, (2004)An Integrated Development Environment for The Design And Maintenance of Large Configuration Knowledge Bases., , , and . AID, page 169-189. Springer, (2000)Web-Based Configuration of Virtual Private Networks with Multiple Suppliers., , , and . AID, page 41-61. Springer, (2002)Combining Spreadsheet Smells for Improved Fault Prediction., , , , and . CoRR, (2018)Price and Profit Awareness in Recommender Systems., and . CoRR, (2017)Exception Handling in Web Service Processes., and . The Evolution of Conceptual Modeling, volume 6520 of Lecture Notes in Computer Science, page 225-253. Springer, (2008)Developing Constraint-Based Applications with Spreadsheets., , , , and . IEA/AIE, volume 2718 of Lecture Notes in Computer Science, page 197-207. Springer, (2003)Contextual Diagrams as Structuring Mechanisms for Designing Configuration Knowledge Bases in UML., , and . UML, volume 1939 of Lecture Notes in Computer Science, page 240-254. Springer, (2000)When Recurrent Neural Networks Meet the Neighborhood for Session-Based Recommendation, and . Proceedings of the Eleventh ACM Conference on Recommender Systems, page 306--310. New York, NY, USA, ACM, (2017)