1. 2019
  2. Training Data Augmentation for Detecting Adverse Drug Reactions in User-Generated Content

    Mesbah, S., Yang, J., Sips, R-J., Torre, M. V., Lofi, C., Bozzon, A. & Houben, G-J., 3 Nov 2019, Int. Conf. on Empirical Methods in Natural Language Processing (EMNLP). Hong Kong, China

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  3. Interactive exploration of journalistic video footage through multimodal semantic matching

    Ibrahimi, S., Chen, S., Arya, D., Câmara, A., Chen, Y., Crijns, T., Van Der Goes, M., Mensink, T., Van Miltenburg, E. & More Authors, 15 Oct 2019, MM 2019 - Proceedings of the 27th ACM International Conference on Multimedia. Association for Computing Machinery (ACM), p. 2196-2198 3 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  4. Designing for the beter by taking users into account: A qalitative evaluation of user control mechanisms in (NEWS) recommender systems

    Harambam, J., Makhortykh, M., Bountouridis, D. & Van Hoboken, J., 10 Sep 2019, RecSys 2019 - 13th ACM Conference on Recommender Systems. Association for Computing Machinery (ACM), p. 69-77 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  5. Online learning to rank for sequential music recommendation

    Pereira, B. L., Ueda, A., Penha, G., Santos, R. L. T. & Ziviani, N., 10 Sep 2019, RecSys 2019 - 13th ACM Conference on Recommender Systems. Association for Computing Machinery (ACM), p. 237-245 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  6. Traversing semantically annotated qeries for task-oriented qery recommendation

    Câmara, A. & Santos, R. L. T., 10 Sep 2019, RecSys 2019 - 13th ACM Conference on Recommender Systems. Association for Computing Machinery (ACM), p. 511-515 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  7. Coner: A Collaborative Approach for Long-Tail Named Entity Recognition in Scienti c Publications

    Vliegenhart, D., Mesbah, S., Lofi, C., Aizawa, A. & Bozzon, A., 1 Sep 2019, (Accepted/In press) International Conferences on Theory and Practice of Digital Libraries (TPDL). Oslo, Norway: Springer, 15 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  8. The SIGIR 2019 open-source IR replicability challenge (OSIRRC 2019)

    Clancy, R., Ferro, N., Hauff, C., Lin, J., Sakai, T. & Wu, Z. Z., 18 Jul 2019, SIGIR 2019 - Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery (ACM), p. 1432-1434 3 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  9. Can you ink while you blink? Assessing mental effort in a sensor-based calligraphy trainer

    Limbu, B. H., Jarodzka, H., Klemke, R. & Specht, M., 2 Jul 2019, In : Sensors (Switzerland). 19, 14, p. 1-17 17 p., 3244.

    Research output: Contribution to journalArticleScientificpeer-review

  10. Generating reproducible out-of-order data streams

    Grulich, P. M., Traub, J., Bress, S., Katsifodimos, A., Markl, V. & Rabl, T., 24 Jun 2019, DEBS'19 : Proceedings of the 13th ACM International Conference on Distributed and Event-Based Systems. New York: Association for Computing Machinery (ACM), p. 256-257 2 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  11. UMAP 2019 workshop on explainable and holistic user modeling (Exhum) chairs' welcome

    Musto, C., Hopfgartner, F., Lops, P., Rapp, A., Kay, J., Semeraro, G., Cena, F., Lawlor, A. & Tintarev, N., 6 Jun 2019, In : ACM UMAP 2019 Adjunct - Adjunct Publication of the 27th Conference on User Modeling, Adaptation and Personalization. p. 225-226 2 p.

    Research output: Contribution to journalEditorialScientificpeer-review

  12. PhD symposium chairs' welcome

    Houben, G-J. & Lerman, K., 13 May 2019, WWW'19: Companion Proceedings of The 2019 World Wide Web Conference. Liu, L. & White, R. (eds.). New York: Association for Computing Machinery (ACM), p. 1-1 1 p.

    Research output: Chapter in Book/Report/Conference proceedingForeword/postscriptScientific

  13. The Web Conference 2019 Companion Volume Preface

    Amer-Yahia, S., Houben, G. J., Madian, M., Lerman, K., Goel, A. & McAuley, J., 13 May 2019, Proceedings of The Web Conference 2019: 30 years of the web. p. III

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

  14. Validation methodology for expert-annotated datasets: Event annotation case study

    Inel, O. & Aroyo, L., 1 May 2019, 2nd Conference on Language, Data and Knowledge, LDK 2019. de Melo, G., Klimek, B., Fath, C., Buitelaar, P., Dojchinovski, M., Eskevich, M., McCrae, J. P. & Chiarcos, C. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, Vol. 70. p. 1-15 15 p. 12

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  15. Evaluating Neural Text Simplification in the Medical Domain

    van den Bercken, L., Sips, R-J. & Lofi, C., May 2019, WWW'19 The World Wide Web Conference (WWW). New York: Association for Computing Machinery (ACM), p. 3286-3292 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  16. ST-Sem: A Multimodal Method for Points-of-Interest Classification Using Street-Level Imagery

    Sharifi Noorian, S., Psyllidis, A. & Bozzon, A., 26 Apr 2019, Web Engineering - 19th International Conference, ICWE 2019, Proceedings. Bakaev, M., Ko, I-Y. & Frasincar, F. (eds.). Cham: Springer, p. 32-46 15 p. (Lecture Notes in Computer Science; vol. 11496).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  17. Designing mobile inquiry-based learning activities: Learners’ agency and technological affordances

    Tan, E., Glahn, C. & Specht, M., 1 Jan 2019, Proceedings of the 15th International Conference on Mobile Learning 2019, ML 2019. Ravesteijn, P., Rodrigues, L., Isaias, P., Ongena, G. & Sanchez, I. A. (eds.). IADIS Press, p. 171-174 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  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 Verlag, 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/Report/Conference proceedingConference 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/Report/Conference proceedingConference 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 Verlag, 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/Report/Conference proceedingConference 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/Report/Conference proceedingConference 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/Report/Conference proceedingConference contributionScientificpeer-review

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

    Koutras, C., 2019. 1 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, In : CEUR Workshop Proceedings. 2409, p. 26-30 5 p.

    Research output: Contribution to journalConference articleScientificpeer-review

  30. Dockerizing indri for OSIRRC 2019

    Hauff, C., 2019, In : CEUR Workshop Proceedings. 2409, p. 44-46 3 p.

    Research output: Contribution to journalConference articleScientificpeer-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 Verlag, 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/Report/Conference proceedingConference contributionScientificpeer-review

  32. Does reviewer recommendation help developers?

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

    Research output: Contribution to journalArticleScientificpeer-review

  33. 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

  34. 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.

    Research output: Contribution to journalArticleScientificpeer-review

  35. 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/Report/Conference proceedingConference contributionScientificpeer-review

  36. 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. 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

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

    Zhao, Y., 2019, 164 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  38. MOOC Analytics: Learner Modeling and Content Generation

    Chen, G., 2019, 188 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  39. 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/Report/Conference proceedingConference contributionScientificpeer-review

  40. 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 Verlag, 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/Report/Conference proceedingConference contributionScientificpeer-review

  41. 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

  42. 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/Report/Conference proceedingConference contributionScientificpeer-review

  43. 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, In : CEUR Workshop Proceedings. 2409, p. 1-7 7 p.

    Research output: Contribution to journalConference articleScientificpeer-review

  44. 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/Report/Conference proceedingConference contributionScientificpeer-review

  45. 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/Report/Conference proceedingForeword/postscriptScientific

  46. Preface

    Fred, A., Aveiro, D., Dietz, J. L. G., Liu, K., Bernardino, J., Salgado, A. & Filipe, J., 2019, In : Communications in Computer and Information Science. 976, p. v-vi

    Research output: Contribution to journalEditorialScientificpeer-review

  47. Preface

    Azzopardi, L., Stein, B., Fuhr, N., Mayr, P., Hauff, C. & Hiemstra, D., 2019, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 11437 LNCS, p. v-vi

    Research output: Contribution to journalEditorialScientific

  48. Reading news with a purpose: Explaining user profiles for self-actualization

    Sullivan, E., Bountouridis, D., Harambam, J. J., Najafian, S., Loecherbach, F., Makhortykh, M., Kelen, D., Wilkinson, D., Graus, D. & Tintarev, N., 2019, UMAP'19 Adjunct : Adjunct Publication of the 27th Conference on User Modeling, Adaptation and Personalization. New York: Association for Computing Machinery (ACM), p. 241-245 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  49. Role of environmental interaction in interdisciplinary thinking: From knowledge resources perspectives

    Tan, E. & So, H-J., 2019, In : Journal of Environmental Education. 50, 2, p. 113-130 18 p.

    Research output: Contribution to journalArticleScientificpeer-review

  50. SIREN: A Simulation Framework for Understanding the Effects of Recommender Systems in Online News Environments

    Bountouridis, D., Harambam, J., Makhortykh, M., Marrero, M., Tintarev, N. & Hauff, C., 2019, FAT* 2019 : Proceedings of the 2019 Conference on Fairness, Accountability, and Transparency. New York, NY: Association for Computing Machinery (ACM), p. 150-159 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  51. Sensors for seamless learning

    Specht, M., Bibeg Hang, L. & Barnes, J. S., 2019, Seamless learning: Perspectives, Challenges and Opportunities. Looi, C-K., Wong, L-H., Glahn, C. & Cai, S. (eds.). Singapore: Springer, p. 141-152 12 p. (Lecture Notes in Educational Technology).

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  52. Supporting Self-Regulated Learning in Online Learning Environments and MOOCs: A Systematic Review

    Wong, J., Baars, M., Davis, D., Van Der Zee, T., Houben, G. J. & Paas, F., 2019, In : International Journal of Human-Computer Interaction. 35, 4-5, p. 356-373 18 p.

    Research output: Contribution to journalArticleScientificpeer-review

  53. The IEEE 1918.1 "Tactile Internet" Standards Working Group and its Standards

    Holland, O., Steinbach, E., Prasad, R. V., Liu, Q., Dawy, Z., Aijaz, A., Pappas, N., Chandra, K., Rao, V. S. & More Authors, 2019, In : Proceedings of the IEEE. 107, 2, p. 256-279 24 p., 8605315.

    Research output: Contribution to journalArticleScientificpeer-review

  54. UMAP 2019 theory, reflection, and opinion track: Chairs' welcome and overview

    Houben, G-J. & Mobasher, B., 2019, UMAP'19 Adjunct : Adjunct Publication of the 27th Conference on User Modeling, Adaptation and Personalization. New York: Association for Computing Machinery (ACM), p. 1-1 1 p.

    Research output: Chapter in Book/Report/Conference proceedingForeword/postscriptScientific

  55. Universality caused: The case of renormalization group explanation

    Sullivan, E., 2019, In : European Journal for Philosophy of Science. 9, 3, p. 1-21 21 p., 36.

    Research output: Contribution to journalArticleScientificpeer-review

  56. 2018
  57. 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/Report/Conference proceedingConference contributionScientificpeer-review

  58. 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 Inc., p. 1304-1307 4 p. 8509356

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  59. 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/Report/Conference proceedingConference contributionScientificpeer-review

  60. 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

  61. 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

  62. 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/Report/Conference proceedingConference contributionScientificpeer-review

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

    Khalil, M., Prinsloo, P. & Slade, S., Jun 2018, the Fifth Annual ACM Conference on Learning at Scale. 61

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  64. 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

  65. Gamification in MOOCs - General Overview

    Khalil, M., Davis, D. & Wong, J., Apr 2018, Open Education Global Conference 2018. 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  66. 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).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  67. 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

  68. A Convolutional Neural Network-Based Model for Predicting The Perceived Attractiveness of Urban Places

    Psyllidis, A. & Choiri, H. H., 2018, p. 1-1. 1 p.

    Research output: Contribution to conferenceAbstractScientific

  69. A Diversity Adjusting Strategy with Personality for Music Recommendation

    Lu, F. & Tintarev, N., 2018, Proceedings of the 5th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems. Brusilovsky, P., de Gemmis, M., Felfernig, A., Lops, P., O'Donovan, J., Semeraro, G. & Willemsen, M. C. (eds.). CEUR, p. 7-14 8 p. (CEUR Workshop Proceedings; vol. 2225).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  70. A Human in the Loop Approach to Capture Bias and Support Media Scientists in News Video Analysis

    Mavridis, P., Jong, M. D., Aroyo, L., Bozzon, A., Vos, J. D., Oomen, J., Dimitrova, A. & Badenoch, A., 2018, Proceedings of the 1st Workshop on Subjectivity, Ambiguity and Disagreement in Crowdsourcing, and Short Paper Proceedings of the 1st Workshop on Disentangling the Relation Between Crowdsourcing and Bias Management. Aroyo, L., Dumitrache, A., Paritosh, P., Quinn, A., Welty, C., Checco, A., Demartini, G., Gadiraju, U. & Sarasua, C. (eds.). CEUR, Vol. 2276. p. 88-92 5 p. 11. (CEUR Workshop Proceedings; vol. 2276).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  71. A data-driven approach for optimal design of integrated air quality monitoring network in a chemical cluster

    Zhu, Z., Chen, B., Qiu, S., Wang, R., Wang, Y., Ma, L. & Qiu, X., 2018, In : Royal Society Open Science. 5, 9, p. 1-21 21 p., 180889.

    Research output: Contribution to journalArticleScientificpeer-review

  72. A time-varying p-median model for location-allocation analysis

    Sharifi Noorian, S., Psyllidis, A. & Bozzon, A., 2018, 21st Conference on Geo-Information Science (AGILE 2018). Lund, Sweden, p. 1-5 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  73. A unified architecture for integrating energy harvesting IoT devices with the Mobile Edge Cloud

    Balasubramanian, V., Kouvelas, N., Chandra, K., Prasad, RV., Voyiatzis, A. G. & Liu, W., 2018, 2018 IEEE 4th World Forum on Internet of Things (WF-IoT). p. 13-18 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  74. A user modeling pipeline for studying polarized political events in social media

    Napoli, R., Ertugrul, A. M., Bozzon, A. & Brambilla, M., 2018, Current Trends in Web Engineering - ICWE 2018 International Workshops, MATWEP, EnWot, KD-WEB, WEOD, TourismKG, 2018, Revised Selected Papers. Pautasso, C., Systä, K., Rodriguez, J. M. M. & Sanchez-Figueroa, F. (eds.). Cham: Springer Verlag, p. 101-114 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11153 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  75. A/B Testing with APONE

    Marrero, M. & Hauff, C., 2018, SIGIR'18: The 41st International ACM SIGIR Conference on Research and Development in Information Retrieval. New York, NY: Association for Computing Machinery (ACM), p. 1269-1272 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  76. Activating Learning at Scale: A Review of Innovations in Online Learning Strategies

    Davis, D., Chen, G., Hauff, C. & Houben, G-J., 2018, In : Computers & Education. 125, p. 327-344 18 p.

    Research output: Contribution to journalArticleScientificpeer-review

  77. An Extended Chemical Plant Environmental Protection Game on Addressing Uncertainties of Human Adversaries

    Zhu, Z., Chen, B., Qiu, S., Wang, R., Chen, F., Wang, Y. & Qiu, X., 2018, In : International Journal of Environmental Research and Public Health. 15, 4, 609.

    Research output: Contribution to journalArticleScientificpeer-review

  78. Can Learning Analytics Find Success in Didactical Measurements? Results from a MOOC Case Study

    Khalil, M. & Ebner, M., 2018, Digital Workplace Learning: Bridging Formal and Informal Learning with Digital Technologies. Ifenthaler, D. (ed.). Cham: Springer International Publishing AG, p. 211-225 15 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterScientific

  79. CaptureBias: Supporting Media Scholars with Ambiguity-Aware Bias Representation for News Videos

    Jong, M. D., Mavridis, P., Aroyo, L., Bozzon, A., Vos, J. D., Oomen, J., Dimitrova, A. & Badenoch, A., 2018, Proceedings of the 1st Workshop on Subjectivity, Ambiguity and Disagreement in Crowdsourcing, and Short Paper Proceedings of the 1st Workshop on Disentangling the Relation Between Crowdsourcing and Bias Management. Aroyo, L., Dumitrache, A., Paritosh, P., Quinn, A., Welty, C., Checco, A., Demartini, G., Gadiraju, U. & Sarasua, C. (eds.). CEUR, Vol. 2276. p. 32-40 9 p. 4. (CEUR Workshop Proceedings; vol. 2276).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  80. Characterising and Mitigating Aggregation-Bias in Crowdsourced Toxicity Annotations

    Balayn, A., Mavridis, P., Bozzon, A., Timmermans, B. & Szlávik, Z., 2018, Proceedings of the 1st Workshop on Subjectivity, Ambiguity and Disagreement in Crowdsourcing, and Short Paper Proceedings of the 1st Workshop on Disentangling the Relation Between Crowdsourcing and Bias Management. Aroyo, L., Dumitrache, A., Paritosh, P., Quinn, A., Welty, C., Checco, A., Demartini, G., Gadiraju, U. & Sarasua, C. (eds.). CEUR, Vol. 2276. p. 67-71 5 p. 7. (CEUR Workshop Proceedings; vol. 2276).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  81. Codebook-Based Beamforming Protocols for 5G Millimeter Wave Communications

    Pinangkis, A. D. Y., Chandra, K. & Prasad, R. V., 2018, 5G Networks: Fundamental Requirements, Enabling Technologies, and Operations Management. Al-Dulaimi, A., Wang, X. & Chih-Lin (eds.). Wiley - IEEE Press, p. 275-298 24 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterScientific

  82. Comparison of Machine Learning Models for Hazardous Gas Dispersion Prediction in Field Cases

    Wang, R., Chen, B., Qiu, S., Zhu, Z., Wang, Y., Wang, Y. & Qiu, X., 2018, In : International Journal of Environmental Research and Public Health. 15, 7, p. 1-19 19 p., 1450.

    Research output: Contribution to journalArticleScientificpeer-review

  83. Concept Focus: Semantic Meta-Data For Describing MOOC Content

    Mesbah, S., Chen, G., Torre, M. V., Bozzon, A., Lofi, C. & Houben, G-J., 2018, Lifelong Technology-Enhanced Learning: 13th European Conference on Technology Enhanced Learning, EC-TEL 2018 - Proceedings. Pammer-Schindler, V., Pérez-Sanagustín, M., Drachsler, H., Elferink, R. & Scheffel, M. (eds.). Cham: Springer, Vol. 11082. p. 467-481 15 p. (Lecture Notes in Computer Science; vol. 11082).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  84. Contrasting Search as a Learning Activity with Instructor-designed Learning

    Moraes, F., Rikarno Putra, S. & Hauff, C., 2018, CIKM'18: Proceedings of the 27th ACM International Conference on Information and Knowledge Management. New York, NY: Association for Computing Machinery (ACM), p. 167-176 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  85. Data-driven hazardous gas dispersion modeling using the integration of particle filtering and error propagation detection

    Zhu, Z., Qiu, S., Chen, B., Wang, R. & Qiu, X., 2018, In : International Journal of Environmental Research and Public Health. 15, 8, 17 p., 1640.

    Research output: Contribution to journalArticleScientificpeer-review

  86. Debugging Data Flows in Reactive Programs

    Banken, H., Meijer, E. & Gousios, G., 2018, Proceedings of the 40th International Conference on Software Engineering, ICSE 2018. New York, NY: Association for Computing Machinery (ACM)

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  87. Digitally Scaffolding Debate in the Classroom.

    Holzer, A., Tintarev, N., Bendahan, S., Greenup, S. & Gillet, D., 2018, Proceedings of the 2018 CHI Conference Extended Abstracts on Human Factors in Computing Systems..

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  88. Effective crowdsourced generation of training data for chatbots natural language understanding

    Bapat, R., Kucherbaev, P. & Bozzon, A., 2018, Web Engineering - 18th International Conference, ICWE 2018, Proceedings. Springer Verlag, p. 114-128 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10845 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  89. Effects of Individual Traits on Diversity-aware Music Recommender User Interfaces

    Jin, Y., Tintarev, N. & Verbert, K., 2018, UMAP'18: Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization. New York: Association for Computing Machinery (ACM), p. 291-299 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  90. Effects of Personal Characteristics on Music Recommender Systems with Different Levels of Controllability

    Jin, Y., Tintarev, N. & Verbert, K., 2018, RecSys '18 : Proceedings of the 12th ACM Conference on Recommender Systems. New York, NY: Association for Computer Machinery, p. 13-21 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  91. Enterprise Crowd Computing for Human Aided Chatbots

    Bozzon, A., 2018, Proceedings of the 1st International Workshop on Software Engineering for Cognitive Services. New York, NY: Association for Computing Machinery (ACM), p. 29-30 2 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  92. Evaluating Crowdworkers as a Proxy for Online Learners in Video-Based Learning Contexts

    Davis, D., Hauff, C. & Houben, G-J., 2018, In : ACM Proceedings on Human-Computer Interaction. 2, CSCW, p. 1-16 16 p., 42.

    Research output: Contribution to journalArticleScientificpeer-review

  93. Explaining Credibility in News Articles using Cross-Referencing

    Bountouridis, D., Marrero Llinares, M., Tintarev, N. & Hauff, C., 2018, SIGIR workshop on ExplainAble Recommendation and Search (EARS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  94. Explanations for Groups

    Felfernig, A., Tintarev, N., Tran, T. N. T. & Stettinger, M., 2018, Group Recommender Systems. Cham: Springer, p. 105-126 22 p. (SpringerBriefs in Electrical and Computer Engineering).

    Research output: Chapter in Book/Report/Conference proceedingChapterScientific

  95. Feature Engineering for Second Language Acquisition Modeling

    Chen, G., Hauff, C. & Houben, G-J., 2018, Proceedings of the Thirteenth Workshop on Innovative Use of NLP for Building Educational Applications. p. 356-364 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  96. 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., Konstan, J. A., Castells, P., Daly, E. M., Declerck, T., Ekstrand, M. D., Geyer, W., Gonzalo, J., Kuflik, T., Lindén, K., Magnini, B., Nie, J-Y., Perego, R., Shapira, B., Soboroff, I., Tintarev, N., Verspoor, K., Willemsen, M. C. & 2 othersZobel, J. & al., N. F. E. (ed.), 2018, In : Dagstuhl Manifestos. 7, 1, p. 96-139 44 p.

    Research output: Contribution to journalArticleScientific

  97. From Learners to Earners: Enabling MOOC Learners to Apply Their Skills and Earn Money in an Online Market Place

    Chen, G., Davis, D., Krause, M., Aivaloglou, E., Hauff, C. & Houben, G-J., 2018, In : IEEE Transactions on Learning Technologies. 11, 2, p. 264-274 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  98. Gamifying higher education: Enhancing learning with mobile game app

    Zafar, F., Wong, J. & Khalil, M., 2018, L@S '18 Proceedings of the Fifth Annual ACM Conference on Learning at Scale. New York, NY: Association for Computing Machinery (ACM), p. 1-3 3 p. 28

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  99. Generating Consensus Explanations for Group Recommendations: An exploratory study

    Najafian, S. & Tintarev, N., 2018, UMAP '18 Adjunct Publication of the 26th Conference on User Modeling, Adaptation and Personalization. New York, NY: Association for Computer Machinery, p. 245-250 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  100. Hazardous Source Estimation Using an Artificial Neural Network, Particle Swarm Optimization and a Simulated Annealing Algorithm

    Wang, R., Chen, B., Qiu, S., Ma, L., Zhu, Z., Wang, Y. & Qiu, X., 2018, In : Atmosphere. 9, 4, 119.

    Research output: Contribution to journalArticleScientificpeer-review

  101. How Do Crowdworker Communities and Microtask Markets Influence Each Other? A Data-Driven Study on Amazon Mechanical Turk

    Yang, J., van der Valk, C., Hoßfeld, T., Redi, J. & Bozzon, A., 2018, 6th AAAI Conference on Human Computation and Crowdsourcing: HCOMP 2018. Cambridge, MA: American Association for Artificial Intelligence (AAAI), p. 193-202 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

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