1. 2020
  2. A credit scoring model for smes based on social media data

    Putra, S. G. P., Joshi, B., Redi, J. & Bozzon, A., 2020, Web Engineering - 20th International Conference, ICWE 2020, Proceedings. Bielikova, M., Mikkonen, T. & Pautasso, C. (eds.). Springer Open, p. 113-129 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12128 LNCS).

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

  3. Crowd characterization for crowd management using social media data in city events

    Gong, V. X., Daamen, W., Bozzon, A. & Hoogendoorn, S. P., 2020, In : Travel Behaviour and Society. 20, p. 192 - 212 21 p.

    Research output: Contribution to journalArticleScientificpeer-review

  4. Detecting, classifying, and mapping retail storefronts using street-level imagery

    Sharifi Noorian, S., Qiu, S., Psyllidis, A., Bozzon, A. & Houben, G. J., 2020, ICMR 2020 - Proceedings of the 2020 International Conference on Multimedia Retrieval. Association for Computing Machinery (ACM), p. 495-501 7 p.

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

  5. Estimating Conversational Styles in Conversational Microtask Crowdsourcing

    Qiu, S., Gadiraju, U. & Bozzon, A., 2020, In : Proceedings of ACM Human-Computer Interaction (CSCW). 4, CSCW1, 23 p., 32.

    Research output: Contribution to journalArticleScientificpeer-review

  6. Improving Worker Engagement Through Conversational Microtask Crowdsourcing

    Qiu, S., Gadiraju, U. K. & Bozzon, A., 2020, CHI'20: Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems.. New York, NY, USA: Association for Computing Machinery (ACM), p. 1-12 12 p. 276

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

  7. Just the right mood for HIT! Analyzing the role of worker moods in conversational microtask crowdsourcing

    Qiu, S., Gadiraju, U. & Bozzon, A., 2020, Web Engineering - 20th International Conference, ICWE 2020, Proceedings. Bielikova, M., Mikkonen, T. & Pautasso, C. (eds.). Cham: Springer, p. 381-396 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12128 ).

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

  8. 2019
  9. 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, International conference on Empirical Methods in Natural Language Processing (EMNLP). p. 2349–2359 11 p.

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

  10. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. 2018
  21. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  22. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  23. 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, 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  24. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  25. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  26. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  27. 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, 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  28. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  29. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  30. 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

  31. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  32. 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

  33. 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

  34. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  35. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  36. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  37. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  38. 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

  39. 2017
  40. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  41. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  42. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  43. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  44. 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, p. 321-336 16 p. (Lecture Notes in Computer Science; vol. 10249).

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

  45. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  46. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  47. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  48. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  49. 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, 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  50. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  51. 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

  52. 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), p. 1-4 4 p. a1

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

  53. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  54. 2016
  55. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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