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. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 2018
  11. 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

  12. 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, 5 p.

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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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, Vol. 10845 LNCS. 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

  18. 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

  19. 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

  20. Human Aided Bots

    Kucherbaev, P., Bozzon, A. & Houben, G-J., 2018, In : IEEE Internet Computing. 22, 6, p. 36-43 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  21. Recurrent knowledge graph embedding for effective recommendation

    Sun, Z., Yang, J., Zhang, J., Bozzon, A., Huang, L. K. & Xu, C., 2018, RecSys '18 : Proceedings of the 12th ACM Conference on Recommender Systems. New York, NY: Association for Computer Machinery, p. 297-305 9 p.

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

  22. Regionalization of Social Interactions and Points-of-Interest Location Prediction with Geosocial Data

    Psyllidis, A., Yang, J. & Bozzon, A., 2018, In : IEEE Access. 6, p. 34334-34353 20 p.

    Research output: Contribution to journalArticleScientificpeer-review

  23. Semantic Web and Human Computation: The status of an emerging field

    Sabou, M., Aroyo, L., Bontcheva, K., Bozzon, A. & Qarout, R. K., 2018, In : Semantic Web: interoperability, usability, applicability. 9, 3, p. 291-302 12 p.

    Research output: Contribution to journalEditorialScientificpeer-review

  24. SmartPub: A Platform for Long-Tail Entity Extraction from Scientific Publications

    Mesbah, S., Bozzon, A., Lofi, C. & Houben, G-J., 2018, Companion Proceedings of the The Web Conference 2018. Geneva: International World Wide Web Conferences Steering Committee, p. 191-194 4 p.

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

  25. Social Gamification in Enterprise Crowdsourcing

    Afentoulidis, G., Szlávik, Z., Yang, J. & Bozzon, A., 2018, Proceedings of the 10th ACM Conference on Web Science. New York, NY, USA: ACM Sigmobile, p. 135-144 10 p. (WebSci '18).

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

  26. Social Smart Meter: Identifying Energy Consumption Behavior in User-Generated Content

    Mauri, A., Psyllidis, A. & Bozzon, A., 2018, Companion Proceedings of the The Web Conference 2018. Republic and Canton of Geneva, Switzerland: International World Wide Web Conferences Steering Committee, p. 195-198 4 p. (WWW '18).

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

  27. TSE-NER: An Iterative Approach for Long-Tail Entity Extraction in Scientific Publications

    Mesbah, S., Lofi, C., Valle Torre, M., Bozzon, A. & Houben, G-J., 2018, The Semantic Web – ISWC 2018: Proceedings of the 17th International Semantic Web Conference. Vrandečić, D., Bontcheva, K., Suárez-Figueroa, M. C., Presutti, V., Celino, I., Sabou, M., Kaffee, L. M. & Simperl, E. (eds.). Cham: Springer, p. 127-143 16 p. (Lecture Notes in Computer Science (LNCS); vol. 11136).

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

  28. 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

  29. 2017
  30. Interacting Attention-gated Recurrent Networks for Recommendation

    Pei, W., Yang, J., Sun, Z., Zhang, J., Bozzon, A. & Tax, D., Nov 2017, CIKM'17 Proceedings of the 2017 ACM Conference on Information and Knowledge Management. New York: Association for Computing Machinery (ACM), p. 1459-1468 10 p.

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

  31. CitRec 2017: International Workshop on Recommender Systems for Citizens

    Yang, J., Sun, Z., Bozzon, A., Zhang, J. & Larson, M., 27 Aug 2017, Proceedings of the 11th ACM Conference on Recommender Systems, RecSys 2017. New York: Association for Computing Machinery (ACM), p. 388-389 2 p.

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

  32. Measuring student behaviour dynamics in a large interactive classroom setting

    Triglianos, V., Praharaj, S., Pautasso, C., Bozzon, A. & Hauff, C., 9 Jul 2017, Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, UMAP 2017. New York, NY: Association for Computing Machinery (ACM), p. 212-220 9 p.

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

  33. Nudge your Workforce: A Study on the Effectiveness of Task Notification Strategies in Enterprise Mobile Crowdsourcing

    Bashirieh, S., Mesbah, S., Redi, J., Bozzon, A., Szlávik, Z. & Sips, R. J., 9 Jul 2017, Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, UMAP 2017. New York, NY: Association for Computing Machinery (ACM), p. 4-12 9 p.

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

  34. Semantic Annotation of Data Processing Pipelines in Scientific Publications

    Mesbah, S., Fragkeskos, K., Lofi, C., Bozzon, A. & Houben, G-J., 16 May 2017, The Semantic Web: 14th International Conference, ESWC 2017, Proceedings Part 1. Blomqvist, E., Maynard, D., Gangemi, A., Hoekstra, R., Hitzler, P. & Hartig, O. (eds.). Cham: Springer International Publishing AG, p. 321-336 16 p. (Lecture Notes in Computer Science; vol. 10249).

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

  35. Chatbots as conversational recommender systems in urban contexts

    Kucherbaev, P., Psyllidis, A. & Bozzon, A., 2017, CitRec '17 Proceedings of the International Workshop on Citizens for Recommender Systems. New York: Association for Computing Machinery (ACM), p. 1-2 2 p. 6

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

  36. Clarity is a worthwhile quality: On the role of task clarity in microtask crowdsourcing

    Gadiraju, U., Yang, J. & Bozzon, A., 2017, HT'17 Proceedings of the 28th ACM Conference on Hypertext and Social Media. New York: Association for Computing Machinery (ACM), p. 5-14 10 p.

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

  37. Describing Data Processing Pipelines in Scientific Publications for Big Data Injection

    Mesbah, S., Bozzon, A., Lofi, C. & Houben, G-J., 2017, SWM'17 Proceedings of the 1st Workshop on Scholary Web Mining. Cambridge, UK: Association for Computing Machinery (ACM), p. 1-8 8 p.

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

  38. Exploiting both vertical and horizontal dimensions of feature hierarchy for effective recommendation

    Sun, Z., Yang, J., Zhang, J. & Bozzon, A., 2017, Proceedings of the 31st Conference on Artificial Intelligence, AAAI 2017. American Association for Artificial Intelligence (AAAI), p. 189-195 7 p.

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

  39. Facet Embeddings for Explorative Analytics in Digital Libraries

    Mesbah, S., Fragkeskos, K., Lofi, C., Bozzon, A. & Houben, G. J., 2017, Research and Advanced Technology for Digital Libraries: 21st International Conference on Theory and Practice of Digital Libraries, TPDL 2017, Proceedings. Kamps, J., Tsakonas, G., Manolopoulos, Y., Iliadis, L. & Karydis, I. (eds.). Springer Verlag, p. 86-99 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10450 LNCS).

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

  40. MRLR: Multi-level representation learning for personalized ranking in recommendation

    Sun, Z., Yang, J., Zhang, J., Bozzon, A., Chen, Y. & Xu, C., 2017, 26th International Joint Conference on Artificial Intelligence, IJCAI 2017. Sierra, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 2807-2813 7 p.

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

  41. Proceedings of the 3rd International Workshop on Knowledge Discovery on the WEB (KDWeb): KDWeb 2017

    Armano, G. (ed.), Bozzon, A. (ed.), Cristani, M. (ed.) & Giuliani, A. (ed.), 2017, CEUR-WS.org. (CEUR Workshop Proceedings)

    Research output: Book/ReportReportScientific

  42. Recommender systems for citizens: The CitRec'17 workshop manifesto

    Yang, J., Cantador, I., Nurbakova, D., Cortés-Cediel, M. E. & Bozzon, A., 2017, CitRec '17 Proceedings of the International Workshop on Recommender Systems for Citizens. New York: Association for Computing Machinery (ACM), 4 p. a1

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

  43. SMASC 2017: First International Workshop on Social Media Analytics for Smart Cities

    Sinha, M., He, X., Bozzon, A., Mannarswamy, S., Murukannaiah, P. & Mukherjee, T., 2017, CIKM'17 Proceedings of the 2017 ACM Conference on Information and Knowledge Management. New York: Association for Computing Machinery (ACM), p. 2567-2568 2 p.

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

  44. 2016
  45. Modeling Task Complexity in Crowdsourcing

    Yang, J., Redi, J., DeMartini, G. & Bozzon, A., 1 Oct 2016, Proceedings - 4th AAAI Conference on Human Computation and Crowdsourcing, HCOMP 2016. Austin, TX: American Association for Artificial Intelligence (AAAI), p. 249-258 10 p.

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

  46. Learning Hierarchical Feature Influence for Recommendation by Recursive Regularization

    Yang, J., Sun, Z., Bozzon, A. & Zhang, J., 1 Sep 2016, Proceedings of the 10th ACM Conference on Recommender Systems, RecSys 2016. Boston, MA: Association for Computing Machinery (ACM), p. 51-58 8 p.

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

  47. Proceedings of the 2nd International Workshop on Knowledge Discovery on the Web (KDWeb): KDWeb 2016

    Armano, G. (ed.), Bozzon, A. (ed.), Cristani, M. (ed.) & Giuliani, A. (ed.), 1 Sep 2016, Aachen: CEUR. (CEUR Workshop Proceedings; vol. 1748)

    Research output: Book/ReportBook editingScientific

  48. Web Engineering: 16th International Conference, ICWE 2016, Proceedings

    Bozzon, A. (ed.), Cudré-Mauroux, P. (ed.) & Pautasso, C. (ed.), 1 Jun 2016, Cham: Springer International Publishing. (Lecture Notes in Computer Science; vol. 9671)

    Research output: Book/ReportBook editingScientificpeer-review

  49. Work and Play: An Experiment in Enterprise Gamification

    Stanculescu, L. C., Bozzon, A., Sips, R. J. & Houben, G. J., 27 Feb 2016, Proceedings of the 19th ACM Conference on Computer-Supported Cooperative Work and Social Computing, CSCW 2016. New York, NY: Association for Computing Machinery (ACM), Vol. 27. p. 346-358 13 p.

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

  50. CroKnow: tructured Crowd Knowledge Creation

    Oosterman, J., Bozzon, A. & Houben, G. J., 2016, Web Engineering - 16th International Conference, ICWE 2016: Proceedings. Bozzon, A., Cudre-Maroux, P. & Pautasso, C. (eds.). Cham: Springer International Publishing, p. 542-546 5 p. (Lecture Notes in Computer Science; vol. 9671).

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

  51. Inferring Student Attention with ASQ

    Triglianos, V., Pautasso, C., Bozzon, A. & Hauff, C., 2016, Adaptive and Adaptable Learning: 11th European Conference on Technology-Enhanced Learning, EC-TEL 2016. Verbert, K., Sharples, M. & Klobučar, T. (eds.). Cham: Springer International Publishing, p. 306-320 5 p. (Lecture Notes in Computer Science; vol. 9891).

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

  52. On the Improvement of Quality and Reliability of Trust Cues in Micro-task Crowdsourcing

    Yang, J. & Bozzon, A., 2016, Weaving Relations of Trust in Crowd Work: Transparency and Reputation across Platforms.. TRUSTINCW, 2 p.

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

  53. Social media data analytics for tourism: A preliminary study

    Dhiratara, A., Yang, J., Bozzon, A. & Houben, G. J., 2016, In : CEUR Workshop Proceedings. 1748, 12 p., 12.

    Research output: Contribution to journalArticleScientificpeer-review

  54. Using social media to reveal social and collective perspectives on music

    Iren, D., Liem, C. C. S., Yang, J. & Bozzon, A., 2016, WebSci '16: Proceedings of the 8th ACM Conference on Web Science. New York, NY: Association for Computing Machinery (ACM), p. 296-300 5 p.

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

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