Publications

2022

2021

  • Valstar, N., Frasincar, F., & Brauwers, G. (2021). APFA: Automated Product Feature Alignment for Duplicate Detection. Expert Systems with Applications, 174, [114759]. https://doi.org/10.1016/j.eswa.2021.114759
  • Slof, D., Frasincar, F., & Matsiiako, V. (2021). A Competing Risks Model Based on Latent Dirichlet Allocation for Predicting Churn Reasons. Decision Support Systems, 146, [113541]. https://doi.org/10.1016/j.dss.2021.113541
  • Koolen, D., Bunn, D., & Ketter, W. (2021). Renewable energy technologies and electricity forward market risks. The Energy Journal, 42(4), 21-45. https://doi.org/10.5547/01956574.42.4.dkoo
  • Ghiassi-Farrokhfal, Y., Ketter, W., & Collins, J. (2021). Making Green Power Purchase Agreements More Predictable and Reliable for Companies. Decision Support Systems. https://doi.org/10.1016/j.dss.2021.113514

2020

  • 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. Lecture Notes in Computer Science Vol. 0302-9743 https://doi.org/10.1007/978-3-030-50578-3_25
  • 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. Lecture Notes in Computer Science Vol. 0302-9743 https://doi.org/10.1007/978-3-030-51310-8_12
  • 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. Communications in Computer and Information Science Vol. 1865-0929 https://doi.org/10.1007/978-3-030-54623-6_13
  • 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. Lecture Notes in Computer Science Vol. 0302-9743 https://doi.org/10.1007/978-3-030-49461-2_7
  • Zhuang, L., Schouten, K., & Frasincar, F. (2020). SOBA: Semi-automated Ontology Builder for Aspect-Based Sentiment Analysis. Journal of Web Semantics, 60, [100544]. https://doi.org/10.1016/j.websem.2019.100544
  • 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. https://doi.org/10.1287/ISRE.2019.0876
  • Vyas, K., & Frasincar, F. (2020). Determining the Most Representative Image on a Web Page. Information Sciences, 512, 1234-1248. https://doi.org/10.1016/j.ins.2019.10.045
  • Vandic, D., Frasincar, F., Kaymak, U., & Riezebos, M. (2020). Scalable Entity Resolution for Web Product Descriptions. Information Fusion, 53, 103-111. https://doi.org/10.1016/j.inffus.2019.06.002
  • Valogianni, K., Ketter, W., Collins, J., & Zhdanov, D. (2020). Sustainable Electric Vehicle Charging using Adaptive Pricing. Production and Operations Management, 29(6), 1550-1572. https://doi.org/10.1111/poms.13179
  • 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. https://doi.org/10.1016/j.ejor.2019.03.026
  • Schuurmans, J., & Frasincar, F. (2020). Intent Classification for Dialogue Utterances. IEEE Intelligent Systems, 35(1), [88]. https://doi.org/10.1109/mis.2019.2954966
  • 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. https://doi.org/10.1007/s10696-020-09394-4
  • 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, [122779]. https://doi.org/10.1016/j.jclepro.2020.122779
  • Paundra, J., Dalen, J., Rook, L., & Ketter, W. (2020). Ridesharing platform entry effects on ownership-based consumption in Indonesia. Journal of Cleaner Production, 265, [121535]. https://doi.org/10.1016/j.jclepro.2020.121535
  • 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), [102211]. https://doi.org/10.1016/j.ipm.2020.102211
  • 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. https://doi.org/10.17705/1jais.00631
  • Kaufmann, J., Kienscherf, PA., & Ketter, W. (2020). Modeling and managing joint price and volumetric risk for volatile electricity portfolios. Energies, 13(14), [3578]. https://doi.org/10.3390/en13143578
  • 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. https://doi.org/10.1504/IJWET.2020.113067
  • 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. https://doi.org/10.1016/j.enpol.2020.111736
  • 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, [115317]. https://doi.org/10.1016/j.apenergy.2020.115317
  • 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. https://doi.org/10.1287/trsc.2020.0982

2019

  • Sharif Azadeh, S. (Author), Dekker, R. (Author), & Vester, J. (Author). (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). http://hdl.handle.net/1765/115716
  • 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. Lecture Notes in Computer Science Vol. 0302-9743 https://doi.org/10.1007/978-3-030-21348-0_24
  • 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. Lecture Notes in Computer Science Vol. 0302-9743 https://doi.org/10.1007/978-3-030-19274-7_2
  • 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. https://doi.org/10.1016/j.eswa.2019.03.005
  • Lu, Y., Gupta, A., Ketter, W., & Heck, E. (2019). Dynamic Decision Making in Sequential Business-to-Business Auctions: A Structural Econometric Approach. Management Science, 65(8), 3853-3876. https://doi.org/10.1287/mnsc.2018.3118
  • Lu, Y., Gupta, A., Ketter, W., & Heck, E. (2019). Information Transparency in Business-to-Business Auction Markets: The Role of Winner Identity Disclosure. Management Science, 65(9), 4261-4279. https://doi.org/10.1287/mnsc.2018.3143
  • 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, [113068]. https://doi.org/10.1016/j.dss.2019.05.008

2018

  • 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. Lecture Notes in Computer Science Vol. 0302-9743 https://doi.org/10.1007/978-3-319-93417-4_39
  • 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). http://hdl.handle.net/1765/109375
  • 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. Lecture Vol. 0302-9743 https://doi.org/10.1007/978-3-319-91563-0_25
  • 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. Lecture Notes in Computer Science Vol. 0302-9743 https://doi.org/10.1007/978-3-319-91563-0_11
  • 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. Lecture Notes in Computer Science Vol. 0302-9743 https://doi.org/10.1007/978-3-319-91662-0_19
  • 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. https://doi.org/10.26421/JWE17.1-2
  • 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. https://doi.org/10.1080/24725854.2017.1403060
  • 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. https://doi.org/10.1007/s10994-018-5705-5
  • Pennings, C., Dalen, J., & Rook, L. (2018). Coordinating judgmental forecasting: coping with intentional biases. Omega, 87, 46-56. https://doi.org/10.1016/j.omega.2018.08.007
  • 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. https://doi.org/10.1016/j.tre.2017.12.008
  • 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. https://doi.org/10.1057/s41265-016-0034-2
  • 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. https://doi.org/10.1108/IJPDLM-10-2017-0313
  • 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. https://doi.org/10.1145/3230712
  • 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. https://doi.org/10.1111/poms.12876
  • 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. https://doi.org/10.1016/j.enpol.2018.06.014
  • 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. https://doi.org/10.1016/j.ejor.2018.02.040
  • 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. https://doi.org/10.1016/j.apenergy.2017.08.138
  • 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. https://doi.org/10.1016/j.ejor.2018.05.054
  • 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. https://doi.org/10.1007/s13748-018-0163-7
  • 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. https://doi.org/10.1007/s12599-018-0537-1
  • Avci Surucu, E., Ketter, W., & Heck, E. (2018). Managing Electricity Price Modeling Risk via Ensemble Forecasting: The Case of Turkey. Energy Policy, 123(December), 390-403. https://doi.org/10.1016/j.enpol.2018.08.053

2017

  • 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. https://doi.org/10.1109/TCYB.2017.2688801

2016

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

2015

  • 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

2012

  • 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