• Valstar, N., Frasincar, F., & Brauwers, G. (2021). APFA: Automated Product Feature Alignment for Duplicate Detection. Expert Systems with Applications, 174, Article 114759.
  • Slof, D., Frasincar, F., & Matsiiako, V. (2021). A Competing Risks Model Based on Latent Dirichlet Allocation for Predicting Churn Reasons. Decision Support Systems, 146, Article 113541.
  • Koolen, D., Bunn, D., & Ketter, W. (2021). Renewable energy technologies and electricity forward market risks. The Energy Journal, 42(4), 21-45.
  • Ghiassi-Farrokhfal, Y., Ketter, W., & Collins, J. (2021). Making Green Power Purchase Agreements More Predictable and Reliable for Companies. Decision Support Systems.


  • Trusca, M. M., Wassenberg, D., Frasincar, F., & Dekker, R. (2020). A Hybrid Approach for Aspect-Based Sentiment Analysis Using Deep Contextual Word Embeddings and Hierarchical Attention. In 20th International Conference on Web Engineering (ICWE 2020) (pp. 365-380). Springer-Verlag.
  • Mangnoesing, G., Trusca, M. M., & Frasincar, F. (2020). Pattern Learning for Detecting Defect Reports and Improvement Requests in App Reviews. In 25th International Conference on Applications of Natural Language to Information Systems (NLDB 2020) (pp. 126-134). Springer-Verlag.
  • Huijsduijnen, LH., Hoogmoed, T., Keulers, G., Langendoen, E., Langendoen, S., Vos, T., Hogenboom, F., Frasincar, F., & Robal, T. (2020). Bing-CSF-IDF+: A Semantics-Driven Recommender System for News. In 24th European Conference on Advances in Databases and Information Systems (ADBIS 2020) (pp. 143-153). Springer-Verlag.
  • Dera, E., Frasincar, F., Schouten, K., & Zhuang, L. (2020). SASOBUS: Semi-automatic Sentiment Domain Ontology Building Using Synsets. In 17th Extended Semantic Web Conference (ESWC 2020) (pp. 105-120). Springer-Verlag.
  • Zhuang, L., Schouten, K., & Frasincar, F. (2020). SOBA: Semi-automated Ontology Builder for Aspect-Based Sentiment Analysis. Journal of Web Semantics, 60, Article 100544.
  • Zhang, J., Adomavicius, G., Gupta, A., & Ketter, W. (2020). Consumption and Performance: Understanding Longitudinal Dynamics of Recommender Systems via an Agent-Based Simulation Framework. Information Systems Research, 31(1), 76-101.
  • Vyas, K., & Frasincar, F. (2020). Determining the Most Representative Image on a Web Page. Information Sciences, 512, 1234-1248.
  • Vandic, D., Frasincar, F., Kaymak, U., & Riezebos, M. (2020). Scalable Entity Resolution for Web Product Descriptions. Information Fusion, 53, 103-111.
  • Valogianni, K., Ketter, W., Collins, J., & Zhdanov, D. (2020). Sustainable Electric Vehicle Charging using Adaptive Pricing. Production and Operations Management, 29(6), 1550-1572.
  • Topan, E., Eruguz, S., Ma, W., van der Heijden, MC., & Dekker, R. (2020). A review of operational spare parts service logistics in service control towers. European Journal of Operational Research, 282, 401-414.
  • Schuurmans, J., & Frasincar, F. (2020). Intent Classification for Dialogue Utterances. IEEE Intelligent Systems, 35(1), Article 88.
  • Riessen, B., Mulder, J., Negenborn, RR., & Dekker, R. (2020). Revenue management with two fare classes in synchromodal container transportation. Flexible Services and Manufacturing Journal, 193.
  • Pevec, D., Babic, J., Carvalho, A., Ghiassi-Farrokhfal, Y., Ketter, W., & Podobnik, V. (2020). A Survey-Based Assessment of How Existing and Potential Electric Vehicle Owners Perceive Range Anxiety. Journal of Cleaner Production, 276, Article 122779.
  • Paundra, J., Dalen, J., Rook, L., & Ketter, W. (2020). Ridesharing platform entry effects on ownership-based consumption in Indonesia. Journal of Cleaner Production, 265, Article 121535.
  • Meškel?, D., & Frasincar, F. (2020). ALDONAr: A Hybrid Solution for Sentence-Level Aspect-Based Sentiment Analysis Using a Lexicalized Domain Ontology and a Regularized Neural Attention Model. Information Processing and Management, 57(3), Article 102211.
  • Ketter, W., Padmanabhan, B., Pant, G., & Santanam, R. (2020). Addressing Societal Challenges through Analytics: An ESG ICE Framework and Research Agenda. Journal of the Association for Information Systems, 21(5), 1115-1127.
  • Kaufmann, J., Kienscherf, PA., & Ketter, W. (2020). Modeling and managing joint price and volumetric risk for volatile electricity portfolios. Energies, 13(14), Article 3578.
  • Borst, S., Frasincar, F., & Matsiiako, V. (2020). Predicting Individual Behaviour: An empirical Approach in Online Marketing. International Journal of Web Engineering and Technology, 15(3), 283-306.
  • Ansarin, M., Ghiassi-Farrokhfal, Y., Ketter, W., & Collins, J. (2020). Cross-subsidies among residential electricity prosumers from tariff design and metering infrastructure. Energy Policy, 145.
  • Ansarin, M., Ghiassi-Farrokhfal, Y., Ketter, W., & Collins, J. (2020). The Economic Consequences of Electricity Tariff Design in a Renewable Energy Era. Applied Energy, 275, Article 115317.
  • Abdelwahed, A., Berg, P., Brandt, T., Collins, J., & Ketter, W. (2020). Evaluating and Optimizing Opportunity Fast-Charging Schedules in Transit Battery Electric Bus Networks. Transportation Science, 54(6), 1601-1615.


  • Sharif Azadeh, S., Dekker, R., & Vester, J. (2019). Lading kan zelfstandig zijn weg vinden naar bestemming. Web publication/site
  • Zhu, Z., Jaarsveld, W., & Dekker, R. (2019). Spare parts inventory control based on maintenance planning. (Econometric Institute Report Series EI2019-02 ed.) Erasmus Universiteit Rotterdam (EUR).
  • Wallaart, O., & Frasincar, F. (2019). A Hybrid Approach for Aspect-Based Sentiment Analysis Using a Lexicalized Domain Ontology and Attentional Neural Models. In 16th Extended Semantic Web Conference (ESWC 2019) (pp. 363-378). Springer-Verlag.
  • van Rossum, BTC., & Frasincar, F. (2019). Augmenting LOD-Based Recommender Systems Using Graph Centrality Measures. In 19th International Conference on Web Engineering (ICWE 2019) Springer-Verlag.
  • Schouten, K., Frasincar, F., Dekker, R., & Riezebos, M. (2019). Heracles: A Framework for Developing and Evaluating Text Mining Algorithms. Expert Systems with Applications, 127, 68-84.
  • Lu, Y., Gupta, A., Ketter, W., & van Heck, E. (2019). Dynamic Decision Making in Sequential Business-to-Business Auctions: A Structural Econometric Approach. Management Science, 65(8), 3853-3876.
  • Lu, Y., Gupta, A., Ketter, W., & van Heck, E. (2019). Information Transparency in Business-to-Business Auction Markets: The Role of Winner Identity Disclosure. Management Science, 65(9), 4261-4279.
  • Avci Surucu, E., Bunn, DW., Ketter, W., & van Heck, E. (2019). Agent-level determinants of price expectation formation in online double-sided auctions. Decision Support Systems. Decision Support Systems, 124, Article 113068.


  • Schouten, K., & Frasincar, F. (2018). Ontology-Driven Sentiment Analysis of Product and Service Aspects. In 15th Extended Semantic Web Conference (ESWC 2018) (pp. 608-623). Springer-Verlag.
  • Mulder, J., & Dekker, R. (2018). Optimisation in container liner shipping. In H. Geerlings, B. Kuipers, & R. Zuidwijk (Eds.), Ports and Networks - Strategies, Operations and Perspectives Routledge (Taylor & Francis Group).
  • Hartveld, A., van Keulen, M., van Noort, T., Plaatsman, T., Frasincar, F., & Schouten, K. (2018). An LSH-Based Model-Words-Driven Product Duplicate Detection Method. In 30th International Conference on Advanced Information Systems Engineering (CAiSE 2018) (pp. 149-161). Springer-Verlag.
  • de Koning, E., Hogenboom, F., & Frasincar, F. (2018). News Recommendation with CF-IDF+. In 30th International Conference on Advanced Information Systems Engineering (CAiSE 2018) (pp. 170-184). Springer-Verlag.
  • Budel, G., Hoogenboom, L., Kastrop, W., Reniers, N., & Frasincar, F. (2018). Predicting User Flight Preferences in an Airline E-Shop. In 18th International Conference on Web Engineering (ICWE 2018) (pp. 245-260). Springer-Verlag.
  • Vandic, D., Frasincar, F., & Kaymak, U. (2018). A Framework for Product Description Classification in E-commerce. Journal of Web Engineering, 17(1-2), 1-27.
  • Topan, E., Tan, T., van Houtum, GJJAN., & Dekker, R. (2018). Using imperfect advance demand information in lost-sales inventory systems with the option of returning inventory. IISE Transactions, 50, 246-264.
  • Ruijgrok, P., Frasincar, F., Vandic, D., & Hogenboom, F. (2018). OntoNavShop: An Ontology-Based Approach for Web-Shop Navigation. Journal of Web Engineering, 17(3-4), 241-269.
  • Peters, M., Saar-Tsechansky, M., Ketter, W., Williamson, S., de Groot, P., & Heskes, T. (2018). A Scalable Preference Model for Autonomous Decision-Making. Machine Learning, 107(6), 1039-1068.
  • Pennings, C., Dalen, J., & Rook, L. (2018). Coordinating judgmental forecasting: coping with intentional biases. Omega, 87, 46-56.
  • Mallidis, I., Iakovou, I., & Dekker, R. (2018). The impact of slow steaming on the carriers’ and shippers’ costs: The case of a global logistics network. Transportation Research. Part E, The Logistics and Transportation Review, 111, 18-39.
  • Li, T., Dalen, J., & Rees, PJ. (2018). More than just noise? Examining the Information Content of Stock Microblogs on Financial Markets. Journal of Information Technology, 33(1), 50-69.
  • Kim, T., Dekker, R., & Heij, C. (2018). Improving warehouse labour efficiency by intentional forecast bias. International Journal of Physical Distribution and Logistics Management, 48(1), 93-110.
  • Ketter, W., Collins, J., Saar-Tsechansky, M., & Marom, O. (2018). Information Systems for a Smart Electricity Grid: Emerging Challenges and Opportunities. ACM Transactions on Management Information Systems, 9(3), 1-22.
  • Kahlen, M., Ketter, W., & Dalen, J. (2018). Electric vehicle virtual power plant dilemma: grid balancing versus customer mobility. Production and Operations Management, 27(11), 2054-2070.
  • Hentschel, M., Ketter, W., & Collins, J. (2018). Renewable Energy Cooperatives: Facilitating the Energy Transition at the Port of Rotterdam. Energy Policy, 121(C), 61-69.
  • Hekimoglu, M., Laan, E., & Dekker, R. (2018). Markov-modulated analysis of a spare parts system with random lead times and disruption risks. European Journal of Operational Research, 269(3), 909-922.
  • Fridgen, G., Kahlen, M., Ketter, W., Rieger, A., & Thimmel, R. (2018). One Rate Does Not Fit All: An Empirical Analysis of Electricity Tariffs for Residential Microgrids. Applied Energy, 210(15 January), 800-814.
  • Duijzer, E., Jaarsveld, W., & Dekker, R. (2018). The benefits of combining early aspecific vaccination with later specific vaccination. European Journal of Operational Research, 271(2), 606-619.
  • de Kok, S., Punt, L., van den Puttelaar, R., Ranta, K., Schouten, K., & Frasincar, F. (2018). Review-Aggregated Aspect-Based Sentiment Analysis with Ontology Features. Progress in Artificial Intelligence, 7(4), 295-306.
  • Brandt, T., Ketter, W., Kolbe, LM., Neumann, D., & Watson, RT. (2018). Smart Cities and Digitized Urban Management. Business & Information Systems Engineering, 60(3), 193-195.
  • Avci Surucu, E., Ketter, W., & van Heck, E. (2018). Managing Electricity Price Modeling Risk via Ensemble Forecasting: The Case of Turkey. Energy Policy, 123(December), 390-403.


  • Schouten, K., van der Weijde, O., Frasincar, F., & Dekker, R. (2017). Supervised and Unsupervised Aspect Category Detection for Sentiment Analysis With Co-Occurrence Data. IEEE Transactions on Cybernetics, 48(4), 1263-1275.


  • Duijzer, E., Jaarsveld, van, WL., & Dekker, R. (2016). Literature review - the vaccine supply chain.


  • Duijzer, E., Jaarsveld, W., Wallinga, J., & Dekker, R. (2015). Dose-optimal vaccine allocation over multiple populations. (EI report serie EI2015-29 ed.) Econometric Institute. EI report serie Vol. EI2015-29


  • Mulder, J., Dekker, R., & Sharifyazdi, M. (2012). Designing robust liner shipping schedules: Optimizing recovery actions and buffer times. (EI report reeks EI 2012-30 ed.) Econometric Institute. EI report reeks Vol. EI 2012-30