Search results

  • 2017

    The Treatment of Ties in AP Correlation

    Urbano, J. & Marrero, M., 2017, Proceedings of the 2017 ACM SIGIR International Conference on the Theory of Information Retrieval, ICTIR 2017. New York, NY: ACM, p. 321-324 4 p.

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

    Open Access
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    7 Citations (Scopus)
    171 Downloads (Pure)
  • Towards Minimal Necessary Data: The Case for Analyzing Training Data Requirements of Recommender Algorithms

    Larson, M., Zito, A., Loni, B. & Cremonesi, P., 2017, FATREC Workshop on Responsible Recommendation Proceedings. p. 1-6 6 p.

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

    Open Access
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    339 Downloads (Pure)
  • Understanding the Crowd: Ethical and Practical Matters in the Academic Use of Crowdsourcing

    Siahaan, E., Martin, D., Carpendale, S., Gupta, N., Hoßfeld, T., Naderi, B., Redi, J., Siahaan, E. & Wechsung, I., 2017, Evaluation in the Crowd.: Crowdsourcing and Human-Centered Experiments. Archambault, D., Purchase, H. & Hoßfeld, T. (eds.). Cham: Springer, p. 27-69 43 p. (Lecture Notes in Computer Science; vol. 10264).

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

    20 Citations (Scopus)
  • 2016

    1Mbps is enough: Video quality and individual idiosyncrasies in multiparty HD video-conferencing

    Schmitt, M., Redi, J., Cesar, P. & Bulterman, D., 1 Jun 2016, 2016 8th International Conference on Quality of Multimedia Experience (QoMEX). Danvers: IEEE, p. 1-6 6 p.

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

    16 Citations (Scopus)
  • Algorithms Aside: Recommendation as the Lens of Life

    Motajcsek, T., Le Moine, J-Y., Larson, M., Kohlsdorf, D., Lommatzsch, A., Tikk, D., Alonso, O., Cremonesi, P., Demetriou, A., Dobrajs, K. & More Authors, Sept 2016, RecSys'16 Proceedings of the 10th ACM Conference on Recommender Systems. Sen, S. & Geyer, W. (eds.). New York: ACM, p. 215-219 5 p.

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

    3 Citations (Scopus)
  • AltMM 2016: 1st International Workshop on Multimedia Alternate Realities

    Chambel, T., Kaiser, R., Niamut, O., Ooi, W. T. & Redi, J. A., 2016, MM'16 Proceedings of the 2016 ACM on Multimedia Conference. Hanjalic, A., Snoek, C. & Worring, M. (eds.). New York: ACM, p. 1481-1482 2 p.

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

    3 Citations (Scopus)
  • A Markov Model for Evaluating Resource Sharing Policies for DASH Assisting Network Elements

    Kleinrouweler, J. W., Cabrero, S., Van Der Mei, R. & Cesar, P., 2016, 2016 28th International Teletraffic Congress (ITC 28). IEEE, Vol. 1. p. 112-120 9 p.

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

  • A model for evaluating sharing policies for network-assisted HTTP adaptive streaming

    Kleinrouweler, J. W., Cabrero, S., van der Mei, R. & Cesar, P., 9 Nov 2016, In: Computer Networks. 109, p. 234-245 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

    Open Access
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    6 Citations (Scopus)
    47 Downloads (Pure)
  • Annoyance models for videos with spatio-temporal artifacts

    Silva, A. F., Farias, M. CQ. & Redi, J. A., 27 Jun 2016, 2016 Eighth International Conference on Quality of Multimedia Experience (QoMEX). New York, NJ: IEEE, p. 1-6 6 p.

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

    2 Citations (Scopus)
  • A Reliable Methodology to Collect Ground Truth Data of Image Aesthetic Appeal

    Siahaan, E., Hanjalic, A. & Redi, J., 27 Apr 2016, In: IEEE Transactions on Multimedia. 18, 7, p. 1338-1350 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

    28 Citations (Scopus)
  • Bayesian Personalized Ranking with Multi-Channel User Feedback

    Loni, B., Pagano, R., Larson, M. & Hanjalic, A., 2016, RecSys'16 Proceedings of the 10th ACM Conference on Recommender Systems. Sen, S. & Geyer, W. (eds.). New York: ACM, p. 361-364 4 p.

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

    126 Citations (Scopus)
  • ChaLearn Joint Contest on Multimedia Challenges Beyond Visual Analysis: An overview

    Escalante, H. J., Ponce-López, V., Wan, J., Riegler, M. A., Chen, B., Clapés, A., Escalera, S., Guyon, I., Baró, X., Halvorsen, P., Müller, H. & Larson, M., Dec 2016, 2016 23rd International Conference on Pattern Recognition (ICPR). Piscataway, NJ: IEEE, p. 67-73 7 p.

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

    76 Citations (Scopus)
  • CLEF NewsREEL 2016: Comparing Multi-Dimensional Offline and Online Evaluation of News Recommender Systems

    Kille, B., Lommatzsch, A., Hopfgartner, F., Larson, M., Seiler, J., Malagoli, D., Sereny, A. & Brodt, T., 2016, CLEF 2016 Working Notes : Conference and Labs of the Evaluation Forum. Balog, K., Cappellato, L., Ferro, N. & Macdonald, C. (eds.). CEUR-WS, p. 593-605 13 p. (CEUR Workshop Proceedings; vol. 1609).

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

    4 Citations (Scopus)
  • CLEF NewsREEL 2016: Image-based Recommendation

    Corsini, F. & Larson, M., 2016, CLEF 2016 Working Notes : Conference and Labs of the Evaluation Forum. Balog, K., Cappellato, L., Ferro, N. & Macdonald, C. (eds.). CEUR-WS, p. 618-627 10 p. (CEUR Workshop Proceedings; vol. 1609).

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

  • Crowdsourcing as self-fulfilling prophecy: Influence of discarding workers in subjective assessment tasks

    Riegler, M., Gaddam, V. R., Larson, M., Eg, R., Halvorsen, P. & Griwodz, C., 2016, 2016 14th International Workshop on Content-Based Multimedia Indexing (CBMI). IEEE, p. 1-6 6 p.

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

    8 Citations (Scopus)
  • Crowdsourcing audience perspectives on classical music

    Liem, C. CS., 26 Sept 2016, 2016 IEEE International Conference on Multimedia Expo Workshops (ICMEW). Piscataway, NJ: IEEE, p. 1-6 6 p.

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

  • Delivering stable high-quality video: An SDN architecture with DASH assisting network elements

    Kleinrouweler, J. W., Cabrero, S. & Cesar, P., 2016, MMSys'16 Proceedings of the 7th International Conference on Multimedia Systems. Timmerer, C. (ed.). New York: ACM, p. 36-45 10 p. 4

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

    66 Citations (Scopus)
  • Does visual quality depend on semantics? A study on the relationship between impairment annoyance and image semantics at early attentive stages

    Siahaan, E., Hanjalic, A. & Redi, J. A., 14 Feb 2016, Human Vision and Electronic Imaging 2016. Springfield: SPIE, p. 1-9 9 p. (Electronic Imaging; vol. 2016).

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

  • Dynamics of information diffusion and its applications on complex networks

    Zhang, Z-K., Liu, C., Zhan, X., Lu, X., Zhang, C-X. & Zhang, Y-C., 2016, In: Physics Reports. 651, p. 1-34 34 p.

    Research output: Contribution to journalReview articlepeer-review

    343 Citations (Scopus)
  • Exploring Deep Space: Learning Personalized Ranking in a Semantic Space

    Vuurens, J. BP., Larson, M. & de Vries, A. P., 2016, Proceedings of the 1st Workshop on Deep Learning for Recommender Systems, DLRS 2016. New York, NY: ACM, p. 23-28 6 p.

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

    26 Citations (Scopus)
  • First Story Detection using Multiple Nearest Neighbors

    Vuurens, J. BP. & de Vries, A. P., 2016, Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval. Perego, R. & Sebastiani, F. (eds.). New York: ACM, p. 845-848 4 p.

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

    5 Citations (Scopus)
  • From Water Music to ‘Underwater Music': Multimedia Soundtrack Retrieval with Social Mass Media Resources

    Liem, C. CS., 10 Aug 2016, Research and Advanced Technology for Digital Libraries: 20th International Conference on Theory and Practice of Digital Libraries (TPDL). Fuhr, N., Kovács, L., Risse, T. & Nejdl, W. (eds.). Springer, p. 227-238 12 p. (Lecture Notes in Computer Science; vol. 9819).

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

    2 Citations (Scopus)
  • Go With the Flow: When Listeners use Music as Technology

    Demetriou, A., Larson, M. & Liem, C. C. S., Aug 2016, Proceedings of the 17th International Society for Music Information Retrieval Conference: ISMIR 2016. International Society for Music Information Retrieval (ISMIR), p. 292-298 7 p.

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

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    71 Downloads (Pure)
  • How Are We Connected? Measuring Audience Galvanic Skin Response of Connected Performances

    Wang, C., Zhu, X., Geelhoed, E., Biscoe, I., Röggla, T. & Cesar, P., 2016, Proceedings of the 3rd International Conference on Physiological Computing Systems. Fairclough, S., Holzinger, A., Otero, A., Pope, A. & da Silva, H. P. (eds.). SciTePress, Vol. 1. p. 33-42 9 p.

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

    2 Citations (Scopus)
  • Idomaar: A Framework for Multi-dimensional Benchmarking of Recommender Algorithms

    Scriminaci, M., Lommatzsch, A., Kille, B., Hopfgartner, F., Larson, M., Malagoli, D., Serény, A. & Plumbaum, T., Sept 2016, Poster Proceedings of ACM RecSys 2016: Proceedings of the Poster Track of the 10th ACM Conference on Recommender Systems, RecSys 2016. Guy, I. & Sharma, A. (eds.). Aachen: CEUR-WS, p. 1-2 2 p. (CEUR Workshop Proceedings; vol. 1688).

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

    2 Citations (Scopus)
  • Inducing Sadness and Anxiousness through Visual Media: Measurement Techniques and Persistence

    Kuijsters, A., Redi, J., de Ruyter, B. & Heynderickx, I., 2016, In: Frontiers in Psychology. 7, 01141.

    Research output: Contribution to journalArticleScientificpeer-review

    20 Citations (Scopus)
  • Introduction to the Special Issue on Crowd in Intelligent Systems

    Chen, K-T., Alonso, O., Larson, M. & King, I., Jul 2016, In: ACM Transactions on Intelligent Systems and Technology. 7, 4, p. 1-2 2 p., 44.

    Research output: Contribution to journalArticleScientificpeer-review

    Open Access
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    69 Downloads (Pure)
  • Large Scale Image Retrieval for Location Estimation

    Li, X., 2016, 103 p.

    Research output: ThesisDissertation (TU Delft)

    Open Access
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    67 Downloads (Pure)
  • Learning Algorithms for Digital Reconstruction of Van Gogh’s Drawings

    Zeng, Y., Tang, J., van der Lubbe, J. & Loog, M., 2016, EuroMed 2016 - 6th International Conference - Proceedings: Digital Heritage - Progress in Cultural Heritage: Documentation, Preservation, and Protection. Ioannides, M., Vink, E., Moropoulou, A., Hagedorn-Saupe, M., Fresa, A., Liestøl, G., Rajcic, V. & Grussenmeyer, P. (eds.). Cham: Springer, Vol. 1. p. 322-333 12 p. (Lecture Notes in Computer Science; vol. 10058).

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

    3 Citations (Scopus)
  • 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

  • On detecting the playing/non-playing activity of musicians in symphonic music videos

    Bazzica, A., Liem, CCS. & Hanjalic, A., 2016, In: Computer Vision and Image Understanding. 144, p. 188-204 17 p.

    Research output: Contribution to journalArticleScientificpeer-review

    Open Access
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    6 Citations (Scopus)
    218 Downloads (Pure)
  • Overview of newsreel’16: Multi-dimensional evaluation of real-time stream-recommendation algorithms

    Kille, B., Lommatzsch, A., Gebremeskel, G. G., Hopfgartner, F., Larson, M., Seiler, J., Malagoli, D., Serény, A., Brodt, T. & De Vries, A. P., 23 Aug 2016, Experimental IR Meets Multilinguality, Multimodality, and Interaction. CLEF 2016: International Conference of the Cross-Language Evaluation Forum for European Languages. Cham: Springer, p. 311-331 21 p. (Lecture Notes in Computer Science; vol. 9822).

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

    16 Citations (Scopus)
  • Perceptual Annoyance Models for Videos With Combinations of Spatial and Temporal Artifacts

    Silva, A. F., Farias, M. C. Q. & Redi, J. A., 2016, In: IEEE Transactions on Multimedia. 18, 12, p. 2446-2456 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

    9 Citations (Scopus)
  • Personalized Retrieval and Browsing of Classical Music and Supporting Multimedia Material

    Tkalčič, M., Schedl, M., Liem, C. C. S. & Melenhorst, M. S., 2016, ICMR 2016 - Proceedings of the 2016 ACM International Conference on Multimedia Retrieval. New York, NY: ACM, p. 393-396 4 p.

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

    2 Citations (Scopus)
  • QoE Prediction for Enriched Assessment of Individual Video Viewing Experience

    Zhu, Y., Hanjalic, A. & Redi, J. A., 2016, MM'16 Proceedings of the 2016 ACM on Multimedia Conference. Hanjalic, A., Snoek, C. & Worring, M. (eds.). New York: ACM, p. 801-810 10 p.

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

    18 Citations (Scopus)
  • Quantifying audience experience in the wild: Heuristics for developing and deploying a biosensor infrastructure in theaters

    Wang, C., Wong, J., Zhu, X., Röggla, T., Jansen, J. & Cesar, P., 23 Jun 2016, 2016 Eighth International Conference on Quality of Multimedia Experience (QoMEX). Danvers: IEEE, p. 1-6 6 p. 7498951

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

    7 Citations (Scopus)
  • RecSys Challenge 2016

    Abel, F., Benczúr, A., Kohlsdorf, D., Larson, M. & Pálovics, R., 2016, RecSys'16 Proceedings of the 10th ACM Conference on Recommender Systems. Sen, S. & Geyer, W. (eds.). New York: ACM, p. 425-426 2 p.

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

  • Right Inflight? A Dataset for Exploring the Automatic Prediction of Movies Suitable for a Watching Situation

    Riegler, M., Larson, M., Spampinato, C., Halvorsen, P., Lux, M., Markussen, J., Pogorelov, K., Griwodz, C. & Stensland, H., May 2016, MMSys'16 - Proceedings of the 7th International Conference on Multimedia Systems. Timmerer, C. (ed.). New York, NJ: ACM, p. 1-6 6 p. 45

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

    6 Citations (Scopus)
  • Simple Tag-based Subclass Representations for Visually-varied Image Classes

    Li, X., Xu, P., Shi, Y., Larson, M. & Hanjalic, A., 30 Jun 2016, 2016 14th International Workshop on Content-Based Multimedia Indexing (CBMI). Piscataway, NJ: IEEE, p. 1-6 6 p.

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

  • Supporting Users of Open Online Courses with Recommendations: An Algorithmic Study

    Fazeli, S., Rajabi, E., Lezcano, L., Drachsler, H. & Sloep, P., 1 Dec 2016, 2016 IEEE 16th International Conference on Advanced Learning Technologies (ICALT). Spector, J. M., Tsai, C. C., Sampson, D. M., Kinshuk, Huang, R., Chen, N. S. & Resta, P. (eds.). Piscataway: IEEE, p. 423-427 5 p.

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

  • The Accuracy of Mean-Field Approximation for Susceptible-Infected-Susceptible Epidemic Spreading with Heterogeneous Infection Rates

    Qu, B. & Wang, H., 30 Nov 2016, Complex Networks & Their Applications V: Proceedings of the 5th International Workshop on Complex Networks and their Applications (COMPLEX NETWORKS 2016). Cherifi, H., Gaito, S., Quattrociocchi, W. & Sala, A. (eds.). Cham: Springer, p. 499-510 12 p. (Studies in Computational Intelligence; vol. 693).

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

    3 Citations (Scopus)
  • The Contextual Turn: From Context-Aware to Context-Driven Recommender Systems

    Pagano, R., Cremonesi, P., Larson, M., Hidasi, B., Tikk, D., Karatzoglou, A. & Quadrana, M., 2016, RecSys'16 Proceedings of the 10th ACM Conference on Recommender Systems. Sen, S. & Geyer, W. (eds.). New York: ACM, p. 249-252 4 p.

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

    30 Citations (Scopus)
  • The MediaEval 2016 Context of Experience Task: Recommending Videos Suiting a Watching Situation

    Riegler, M., Spampinato, C., Larson, M. A., Halvorsen, P. & Griwodz, C., 2016, Proceedings of the MediaEval Workshop 2016. Gravier, G., Demarty, C. H., Bredin, H., Ionescu, B., Boididou, C., Deallandrea, E., Choi, J., Riegler, M., Sutcliffe, R., Larson, M., Szoke, I. & Jones, G. J. F. (eds.). Aachen: CEUR-WS, p. 1-3 3 p. (CEUR Workshop Proceedings; vol. 1739).

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

    File
    3 Citations (Scopus)
    65 Downloads (Pure)
  • The Potentials of Recommender Systems Challenges for Student Learning

    Hopfgartner, F., Lommatzsch, A., Kille, B., Larson, M., Brodt, T., Cremonesi, P. & Karatzoglou, A., 2016, Proceedings of CiML'16: Challenges in Machine Learning: Gaming and Education 2016. p. 1-2 2 p.

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

    Open Access
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    46 Downloads (Pure)
  • Towards context-aware interactive Quality of Experience evaluation for audiovisual multiparty conferencing

    Schmitt, M., Redi, J. & Cesar Garcia, P. S., 2016, PQS 2016: 5th ISCA/DEGA Workshop on Perceptual Quality of Systems. Springer, p. 54-58 5 p.

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

  • Understanding Geo-spatial Information on Social Media

    Li, W., 2016, SIKS. 182 p.

    Research output: ThesisDissertation (TU Delft)

    Open Access
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    1479 Downloads (Pure)
  • User Intent in Multimedia Search: A Survey of the State of the Art and Future Challenges

    Kofler, C., Larson, M. & Hanjalic, A., Nov 2016, In: ACM Computing Surveys: the survey and tutorial journal of the ACM. 49, 2, p. 1-37 37 p., 36.

    Research output: Contribution to journalArticleScientificpeer-review

    42 Citations (Scopus)
  • 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: ACM, p. 296-300 5 p.

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

    4 Citations (Scopus)
  • 2015

    Activation games in online dating platforms

    Altman, E., De Pellegrini, F. & Wang, H., 2015, Proceedings - 2015 IEEE International Conference on Communication Workshop. s.n. (ed.). Piscataway, NJ, USA: IEEE, p. 1593-1599 7 p.

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

    Open Access
    2 Citations (Scopus)
  • A dynamic digital signature scheme without third parties

    van Elsas, M., van der Lubbe, J. C. A. & Weber, JH., 2015, Proceedings of the 36th WIC Symposium on Information Theory in the Benelux and the 5th Joint WIC/IEEE Symposium on Information Theory and Signal Processing. Roland, J. & Horlin, F. (eds.). p. 89-95 7 p.

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