1. 2018
  2. TourExplain: A Crowdsourcing Pipeline for Generating Explanations for Groups of Tourists

    Kapcak, Ö., Spagnoli, S., Robbemond, V., Vadali, S., Najafian, S. & Tintarev, N., 2018, Proceedings of the Workshop on Recommenders in Tourism. Neidhardt, J., Wörndl, W., Kuflik, T. & Zanker, M. (eds.). CEUR, p. 33-36 4 p. (CEUR Workshop Proceedings; vol. 2222).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  3. Toward Large-scale Learning Design: Categorizing Course Designs in Service of Supporting Learning Outcomes

    Davis, D., Seaton, D., Hauff, C. & Houben, G-J., 2018, L@S 2018: Proceedings of the Fifth Annual ACM Conference on Learning at Scale. New York, USA: Association for Computing Machinery (ACM), p. 1-10 10 p. 4

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  4. Unveiling Capacity Gains in Ultradense Networks: Using mm-Wave NOMA

    Chandra, K., Marcano, A. S., Mumtaz, S., Prasad, R. V. & Christiansen, H. L., 2018, In : IEEE Vehicular Technology Magazine. 13, 2, p. 75-83 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  5. Using Social Media for Attendees Density Estimation in City-Scale Events

    Gong, V., Yang, J., Daamen, W., Bozzon, A., Hoogendoorn, S. & Houben, G. J., 2018, In : IEEE Access. 6, p. 36325-36340 16 p.

    Research output: Contribution to journalArticleScientificpeer-review

  6. Webcam-based Attention Tracking in Online Learning: A Feasibility Study

    Robal, T., Zhao, Y., Lofi, C. & Hauff, C., 2018, ACM Annual Meeting of Interactive User Interfaces (IUI). Tokyo, Japan, p. 189-197

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  7. Quality Control in Crowdsourcing: A Survey of Quality Attributes, Assessment Techniques, and Assurance Actions

    Daniel, F., Kucherbaev, P., Cappiello, C., Benatallah, B. & Allahbakhsh, M., 1 Jan 2018, In : ACM Computing Surveys: the survey and tutorial journal of the ACM. 51, 1, p. 7:1-7:40 40 p.

    Research output: Contribution to journalArticleScientificpeer-review

  8. Gamification in MOOCs: A Review of the State of the Art

    Khalil, M., Wong, J., de Koning, B., Ebner, M. & Paas, F., Apr 2018, IEEE Global Engineering Education Conference (EDUCON2018). IEEE, 10 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  9. Atmospheric dispersion prediction and source estimation of hazardous gas using artificial neural network, particle swarm optimization and expectation maximization

    Qiu, S., Chen, B., Wang, R., Zhu, Z., Wang, Y. & Qiu, X., 1 Apr 2018, In : Atmospheric Environment. 178, p. 158-163 6 p.

    Research output: Contribution to journalArticleScientificpeer-review

  10. Stuck in the Middle? Making Sense of the Impact of Micro, Meso and Macro Institutional, Structural and Organisational Factors on Implementing Learning Analytics

    Prinsloo, P., Slade, S. & Khalil, M., Jun 2018, the European Distance and E-Learning Network 2018 Annual Conference. p. 326-334

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  11. The unbearable lightness of consent: mapping MOOC providers' response to consent

    Khalil, M., Prinsloo, P. & Slade, S., Jun 2018, L@S '18: Proceedings of the Fifth Annual ACM Conference on Learning at Scale. Luckin, R., Klemmer, S. & Koedinger, K. (eds.). 11 p. 61

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  12. Inverse Blended Learning in der Weiterbildung für Erwachsenenbildner_innen: Eine MOOC-Fallstudie

    Ebner, M., Shchön, S., Khalil, M., Ebner, M., Aschemann, B., Frei, W. & Röthler, D., Jul 2018, In : Zeitschrift Hochschule und Weiterbildung. 2018, 1, p. 23-30

    Research output: Contribution to journalArticleScientificpeer-review

  13. Urban Analytics

    Psyllidis, A., 9 Aug 2018, In : International Journal of Geographical Information Science. 32, 11, p. 2334-2335 2 p.

    Research output: Contribution to journalBook/Film/Article reviewScientific

  14. Can I have a Mooc2Go, please? On The Viability of Mobile vs. Stationary Learning

    Zhao, Y., Robal, T., Lofi, C. & Hauff, C., Sep 2018, Europ. Conf. on Technology Enhanced Learning (EC-TEL). Leeds, UK, Vol. 11082. p. 101-115 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11082).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  15. Benchmarking Distributed Stream Data Processing Systems

    Karimov, J., Rabl, T., Katsifodimos, A., Samarev, R., Heiskanen, H. & Markl, V., 24 Oct 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. Piscataway, NJ: IEEE, p. 1519-1530 12 p. 8509390

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  16. Scotty: Efficient window aggregation for out-of-order stream processing

    Traub, J., Grulich, P. M., Rodriguez Cuellar, A., Bress, S., Katsifodimos, A., Rabl, T. & Markl, V., 24 Oct 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. Institute of Electrical and Electronics Engineers (IEEE), p. 1304-1307 4 p. 8509356

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  17. 2019
  18. A methodology for creating and validating psychological stories for conveying and measuring psychological traits

    Smith, K. A., Dennis, M., Masthoff, J. & Tintarev, N., 2019, In : User Modeling and User-Adapted Interaction: the journal of personalization research. 29, 3, p. 573-618 46 p.

    Research output: Contribution to journalArticleScientificpeer-review

  19. An Axiomatic Approach to Diagnosing Neural IR Models

    Rennings, D., Moraes, F. & Hauff, C., 2019, Advances in Information Retrieval : 41st European Conference on IR Research, ECIR 2019, Proceedings Part 1. Azzopardi, L., Stein, B., Fuhr, N., Mayr, P., Hauff, C. & Hiemstra, D. (eds.). Cham: Springer, p. 489-503 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11437 LNCS).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  20. Approaches for Dialog Management in Conversational Agents

    Harms, J-G., Kucherbaev, P., Bozzon, A. & Houben, G-J., 2019, In : IEEE Internet Computing. 23, 2, p. 13-22 10 p., 8536470.

    Research output: Contribution to journalArticleScientificpeer-review

  21. Automatic Processing of User-Generated Content for the Description of Energy-Consuming Activities at Individual and Group Level

    de Kok, R., Mauri, A. & Bozzon, A., 2019, In : Energies. 12, 1, p. 1-28 28 p., 15.

    Research output: Contribution to journalArticleScientificpeer-review

  22. Chatterbox: Conversational Interfaces for Microtask Crowdsourcing

    Mavridis, P., Huang, O., Qiu, S., Gadiraju, U. & Bozzon, A., 2019, UMAP'19: Proceedings of the 27th Conference on User Modeling, Adaptation and Personalization. New York, NY, USA: Association for Computing Machinery (ACM), p. 243-251 9 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  23. Coner: A Collaborative Approach for Long-Tail Named Entity Recognition in Scientific Publications

    Vliegenthart, D., Mesbah, S., Lofi, C., Aizawa, A. & Bozzon, A., 2019, Digital Libraries for Open Knowledge : 23rd International Conference on Theory and Practice of Digital Libraries, TPDL 2019, Proceedings. Doucet, A., Isaac, A., Golub, K., Aalberg, T. & Jatowt, A. (eds.). Cham: Springer, p. 3-17 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11799 LNCS).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  24. ContextPlay: Evaluating User Control for Context-Aware Music Recommendation

    Jin, Y., Htun, N. N., Tintarev, N. & Verbert, K., 2019, UMAP'19: Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization. New York, NY, USA: Association for Computing Machinery (ACM), p. 294-302 9 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  25. Crowd-Mapping Urban Objects from Street-Level Imagery

    Qiu, S., Psyllidis, A., Bozzon, A. & Houben, G-J., 2019, Proceedings of the 2019 World Wide Web Conference. New York, NY: Association for Computing Machinery (ACM), p. 1521-1531 11 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  26. Data as a language: A novel approach to data integration

    Koutras, C., 2019. 4 p.

    Research output: Contribution to conferenceAbstractScientific

  27. Decomposing the Complexity of Value: Integration of Digital Transformation of Education with Circular Economy Transition

    Türkeli, S. & Schophuizen, M., 2019, In : Social Sciences. 8, 8, p. 1-22 22 p., 243.

    Research output: Contribution to journalArticleScientificpeer-review

  28. Do Badges Affect Intrinsic Motivation in Introductory Programming Students?

    Facey-Shaw, L., Specht, M., van Rosmalen, P. & Bartley-Bryan, J., 2019, In : Simulation and Gaming. p. 1-22 22 p.

    Research output: Contribution to journalArticleScientificpeer-review

  29. Dockerising terrier for the open-source IR replicability challenge

    Câmara, A. & MacDonald, C., 2019, OSIRRC 2019 The Open-Source IR Replicability Challenge: Proceedings of the Open-Source IR Replicability Challenge (OSIRRC 2019) co-located with 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019). Clancy, R., Ferro, N., Hauff, C., Lin, J., Sakai, T. & Wu, Z. Z. (eds.). CEUR-WS.org, p. 26-30 5 p. (CEUR Workshop Proceedings; vol. 2409).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  30. Dockerizing indri for OSIRRC 2019

    Hauff, C., 2019, OSIRRC 2019 The Open-Source IR Replicability Challenge: Proceedings of the Open-Source IR Replicability Challenge (OSIRRC 2019) co-located with 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019). Clancy, R., Ferro, N., Hauff, C., Lin, J., Sakai, T. & Wu, Z. Z. (eds.). CEUR-WS.org, p. 44-46 3 p. (CEUR Workshop Proceedings; vol. 2409).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  31. Document performance prediction for automatic text classification

    Penha, G., Campos, R., Canuto, S., Gonçalves, M. A. & Santos, R. L. T., 2019, Advances in Information Retrieval : 41st European Conference on IR Research, ECIR 2019. Azzopardi, L., Stein, B., Fuhr, N., Hauff, C., Mayr, P. & Hiemstra, D. (eds.). Cham: Springer, p. 132-139 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11438 LNCS).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  32. Does reviewer recommendation help developers?

    Kovalenko, V., Tintarev, N., Pasynkov, E., Bird, C. & Bacchelli, A., 2019, In : IEEE Transactions on Software Engineering. p. 1-23 23 p.

    Research output: Contribution to journalArticleScientificpeer-review

  33. Educational Theories and Learning Analytics: From Data to Knowledge: The Whole Is Greater Than the Sum of Its Parts

    Wong, J., Baars, M., de Koning, B., van der Zee, T., Davis, D. J., Khalil, M., Houben, G-J. & Paas, F., 2019, Utilizing Learning Analytics to Support Study Success. Ifenthaler, D., Mah, D-K. & Yau, J. Y-K. (eds.). Springer, p. 3-25

    Research output: Chapter in Book/Conference proceedings/Edited volumeChapterScientificpeer-review

  34. Effects of anonymity on online peer review in second-language writing

    van den Bos, A. H. & Tan, E., 2019, In : Computers and Education. 142, p. 1-13 13 p., 103638.

    Research output: Contribution to journalArticleScientificpeer-review

  35. Effects of personal characteristics in control-oriented user interfaces for music recommender systems

    Jin, Y., Tintarev, N., Htun, N. N. & Verbert, K., 2019, In : User Modeling and User-Adapted Interaction. 51 p.

    Research output: Contribution to journalArticleScientificpeer-review

  36. Efficient Window Aggregation with General Stream Slicing

    Traub, J., Grulich, P., Cuéllar, A. R., Breß, S., Katsifodimos, A., Rabl, T. & Markl, V., 2019, Advances in Database Technology - EDBT 2019: 22nd International Conference on Extending Database Technology, Proceedings. Herschel, M., Galhardas, H., Binnig, C., Kaoudi, Z., Fundulaki, I. & Reinwald, B. (eds.). OpenProceedings.org, p. 97-108 12 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  37. Estimate Sentiment of Crowds from Social Media during City Events

    Gong, V. X., Daamen, W., Bozzon, A. & Hoogendoorn, S. P., 2019, In : Transportation Research Record. 2673, 11, p. 836-850 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  38. Foreword

    Bozzon, A., Mayo, F. D. & Filipe, J., 2019, WEBIST 2019 - Proceedings of the 15th International Conference on Web Information Systems and Technologies. Bozzon, A., Mayo, F. D. & Filipe, J. (eds.). p. XI 1 p. (WEBIST 2019 - Proceedings of the 15th International Conference on Web Information Systems and Technologies).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientific

  39. From Evaluating to Forecasting Performance: How to Turn Information Retrieval, Natural Language Processing and Recommender Systems into Predictive Sciences (Dagstuhl Perspectives Workshop 17442)

    Ferro, N., Fuhr, N., Grefenstette, G., Kuflik, T., Lindén, K., Magnini, B., Nie, J-Y., Perego, R., Tintarev, N. & More Authors, 2019, In : Dagstuhl Manifestos. 7, 1, p. 96-139 44 p.

    Research output: Contribution to journalArticleScientific

  40. Give it a shot: Few-shot learning to normalize ADR mentions in Social Media posts

    Manousogiannis, E., Mesbah, S., Baez Santamaria, S., Bozzon, A. & Sips, R-J., 2019, Proceedings of the 4th Social Media Mining for Health Applications (#SMM4H) Workshop & Shared Task. Weissenbacher, D. & Gonzalez-Hernandez, G. (eds.). Association for Computational Linguistics, p. 114–116 4 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  41. Large-Scale Learning Analytics: Modeling Learner Behavior & Improving Learning Outcomes in Massive Open Online Courses

    Davis, D., 2019, 236 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  42. Learning Analytics Technology to Understand Learner Behavioral Engagement in MOOCs

    Zhao, Y., 2019, 164 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  43. MOOC Analytics: Learner Modeling and Content Generation

    Chen, G., 2019, 188 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  44. Mapping Energy Frames: an Innovative Approach Engaging with New Forms and Types of ‘data’ in Social Media Analysis to Frame Energy Demand

    Mauri, A., Bozzon, A. & De Kok, R., 2019, From efficiency to reduction. Tackling energy consumption in a cross disciplinary perspective. Savini, F., Pineda Revilla, B., Pfeffer, K. & Bertolini, L. (eds.). InPlanning, p. 113-147

    Research output: Chapter in Book/Conference proceedings/Edited volumeChapterScientific

  45. Muses: Distributed data migration system for polystores

    Kaitoua, A., Rabl, T., Katsifodimos, A. & Markl, V., 2019, 2019 IEEE 35th International Conference on Data Engineering (ICDE): Proceedings. IEEE, p. 1602-1605 4 p. 8731469

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  46. Node-indri: Moving the indri toolkit to the modern web stack

    Moraes, F. & Hauff, C., 2019, Advances in Information Retrieval : 41st European Conference on IR Research, ECIR 2019, Proceedings. Fuhr, N., Azzopardi, L., Hiemstra, D., Hauff, C., Stein, B. & Mayr, P. (eds.). Part II ed. Cham: Springer, p. 241-245 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11438 LNCS).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  47. On the impact of group size on collaborative search effectiveness

    Moraes, F., Grashoff, K. & Hauff, C., 2019, In : Information Retrieval Journal. 22, 5, p. 476–498 23 p.

    Research output: Contribution to journalArticleScientificpeer-review

  48. Operational stream processing: Towards scalable and consistent event-driven applications

    Katsifodimos, A. & Fragkoulis, M., 2019, Advances in Database Technology - EDBT 2019: 22nd International Conference on Extending Database Technology, Proceedings. Reinwald, B., Galhardas, H., Fundulaki, I., Herschel, M., Kaoudi, Z. & Binnig, C. (eds.). OpenProceedings.org, Vol. 2019-March. p. 682-685 4 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  49. Overview of the 2019 open-source IR replicability challenge (OSIRRC 2019)

    Clancy, R., Ferro, N., Hauff, C., Lin, J., Sakai, T. & Wu, Z. Z., 2019, OSIRRC 2019 The Open-Source IR Replicability Challenge: Proceedings of the Open-Source IR Replicability Challenge (OSIRRC 2019) co-located with 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019). Clancy, R., Ferro, N., Hauff, C., Lin, J., Sakai, T. & Wu, Z. Z. (eds.). CEUR-WS.org, p. 1-7 7 p. (CEUR Workshop Proceedings; vol. 2409).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  50. Perceptual relational attributes: Navigating and discovering shared perspectives from user-generated reviews

    Torre, M. V., Ye, M. & Lofi, C., 2019, Datenbanksysteme fur Business, Technologie und Web, BTW 2019 and 18. Fachtagung des GI-Fachbereichs "Datenbanken und Informationssysteme", DBIS 2019. Grust, T., Naumann, F., Bohm, A., Lehner, W., Harder, T., Rahm, E., Heuer, A., Klettke, M. & Meyer, H. (eds.). Gesellschaft fur Informatik (GI), Vol. P-289. p. 169-189 21 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  51. Preface

    Fred, A., Dietz, J., Aveiro, D., Liu, K., Bernardino, J. & Filipe, J., 2019, Knowledge Discovery, Knowledge Engineering and Knowledge Management: 8th International Joint Conference, IC3K 2016. 1 ed. Cham: Springer, p. 1-1 1 p. (Communications in Computer and Information Science; vol. 914).

    Research output: Chapter in Book/Conference proceedings/Edited volumeForeword/postscriptScientific

  52. Preface

    Fred, A., Aveiro, D., Dietz, J. L. G., Liu, K., Bernardino, J., Salgado, A. & Filipe, J., 2019, Knowledge Discovery, Knowledge Engineering and Knowledge Management: 9th International Joint Conference, IC3K 2017, Funchal, Madeira, Portugal, November 1-3, 2017, Revised Selected Papers. Fred, A., Aveiro, D., Dietz, J. L. G., Liu, K., Bernardino, J. & Salgado, A. (eds.). Cham: Springer, p. v-vi 2 p. (Communications in Computer and Information Science; vol. 976).

    Research output: Chapter in Book/Conference proceedings/Edited volumeForeword/postscriptScientific

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