Martha Larson

2011
Vliegendhart R, Larson MA, Kofler C, Eickhoff C, Pouwelse JA. Investigating Factors Influencing Crowdsourcing Tasks with High Imaginative Load. In: Workshop on Crowdsourcing for Search and Data Mining (CSDM). Workshop on Crowdsourcing for Search and Data Mining (CSDM). Hong Kong, China; 2011.
Shi Y, Larson MA, Hanjalic A. Mining Relational Context-aware Graph for Rater Identification (10% error rate for Rater Identification Track). In: CAMRa2011: Proceedings of the RecSys ’11 Challenge on Context-aware Movie Recommendation. CAMRa2011: Proceedings of the RecSys ’11 Challenge on Context-aware Movie Recommendation. Chicago, USA; 2011:53-59. Available at: http://dl.acm.org/citation.cfm?id=2096122&CFID=62887899&CFTOKEN=11787779. Abstract  Download: rcg_cr_final.pdf (302.99 KB)
Kofler C, Caballero L, Menéndez M, Occhialini V, Larson MA. Near2me: An Authentic and Personalized Social Media-based Recommender for Travel Destinations. In: ACM SIGMM Workshop on Social Media in conjunction with ACM Multimedia 2011. ACM SIGMM Workshop on Social Media in conjunction with ACM Multimedia 2011.; 2011.
Shi Y, Serdyukov P, Hanjalic A, Larson MA. Personalized landmark recommendation based on geotags from photo sharing sites. In: ICWSM '11: the 5th AAAI Conference on Weblogs and Social Media. ICWSM '11: the 5th AAAI Conference on Weblogs and Social Media. Barcelona, Spain; 2011:622-625. Available at: http://www.aaai.org/ocs/index.php/ICWSM/ICWSM11/paper/view/2773. Abstract
Shi Y, Larson MA, Hanjalic A. Reranking Collaborative Filtering with Multiple Self-contained Modalities (Best poster award nomination). In: ECIR '11: Proceedings of the 33rd European Conference on Information Retrieval. ECIR '11: Proceedings of the 33rd European Conference on Information Retrieval. Dublin, Ireland; 2011:699-703. Abstract
Shi Y, Larson MA, Hanjalic A. Tags as Bridges between Domains: Improving Recommendation with Tag-induced Cross-Domain Collaborative Filtering. In: UMAP '11: the 19th International Conference on User Modeling, Adaptation and Personalization (Full paper). UMAP '11: the 19th International Conference on User Modeling, Adaptation and Personalization (Full paper). Girona, Spain; 2011:305-316. Abstract
Kofler C, Larson MA, Hanjalic A. To Seek, Perchance to Fail: Expressions of User Needs in Internet Video Search. In: 33rd European Conference on Information Retrieval, ECIR 2011. 33rd European Conference on Information Retrieval, ECIR 2011.; 2011. Available at: http://www.springerlink.com/content/x3746867781737j8/.
Rudinac S, Larson MA, Hanjalic A. TUD-MIR at MediaEval 2011 Genre Tagging Task: Query Expansion from a Limited Number of Labeled Videos. In: Working Notes of MediaEval 2011 Workshop. Working Notes of MediaEval 2011 Workshop.; 2011. Download: rudinac_mediaeval_2011.pdf (32.85 KB)
Li W, Larson MA, Eickhoff C, de Vries AP, Serdyukov P. The Where in the Tweet. In: 20th ACM International Conference on Information and Knowledge Management (CIKM), Glasgow, UK. 20th ACM International Conference on Information and Knowledge Management (CIKM), Glasgow, UK.; 2011. Abstract  Download: geotweet.pdf (287.92 KB)
2010
Besser J, Larson MA, Hofmann K. Podcast Search: User Goals and Retrieval Technologies. Online Information Review: The international journal of digital information research and use. 2010;34(3). Abstract
Ramzan N, Larson MA, Dufaux F, Clüver K. The participation payoff: challenges and opportunities for multimedia access in networked communities. In: MIR '10: Proceedings of the international conference on Multimedia information retrieval. MIR '10: Proceedings of the international conference on Multimedia information retrieval. New York, NY, USA; 2010:487–496. Available at: http://portal.acm.org/citation.cfm?id=1743384.1743470. Abstract
Rudinac S, Larson MA, Hanjalic A. Exploiting Result Consistency to Select Query Expansions for Spoken Content Retrieval Gurrin C, He Y, Kazai G, et al. 32nd European Conference on Information Retrieval (ECIR 2010). 2010;5993/2010:645-648. Download: rudinac_ecir_2010.pdf (155.79 KB)
Shi Y, Larson MA, Hanjalic A. Connecting with the Collective: Self-contained Reranking for Collaborative Recommendation. In: CMM '10: the first ACM workshop on Connected Multimedia in conjuction with ACM Multimedia 2010. CMM '10: the first ACM workshop on Connected Multimedia in conjuction with ACM Multimedia 2010. Firenze, Italy; 2010:9-14. Abstract  Download: self-contained reranking for collaborative recommendation_CMM2010.pdf (617.16 KB)
Rudinac S, Larson MA, Hanjalic A. Exploiting noisy visual concept detection to improve spoken content based video retrieval. In: Proceedings of the international conference on Multimedia. Proceedings of the international conference on Multimedia. Florence, Italy; 2010:727–730. Download: rudinac_acm-mm_2010.pdf (169.09 KB)
Shi Y, Larson MA, Hanjalic A. List-wise Learning to Rank with Matrix Factorization for Collaborative Filtering. In: RecSys '10: Proceedings of the fourth ACM conference on Recommender systems. RecSys '10: Proceedings of the fourth ACM conference on Recommender systems. Barcelona, Spain; 2010:269-272. Abstract  Download: List-wise learning to rank with matrix factorization for collaborative filtering_RecSys2010.pdf (510.57 KB)
Shi Y, Larson MA, Hanjalic A. Mining Mood-specific Movie Similarity with Matrix Factorization for Context-aware Recommendation (Overall Winner Award, Mood-track Winner Award). In: CAMRa2010: Proceedings of the RecSys '10 Challenge on Context-aware Movie Recommendation. CAMRa2010: Proceedings of the RecSys '10 Challenge on Context-aware Movie Recommendation. Barcelona, Spain; 2010:34-40. Abstract  Download: Mining mood-specific movie similarity with matrix factorization for context-aware recommendation_CAMRa2010.pdf (736.47 KB)
Tsagkias E, de Rijke M, Larson MA. Predicting Podcast Preference: An Analysis Framework and its Application. Journal of the American Society for Information Science and Technology, to appear. 2010. Abstract
Shi Y, Larson MA, Hanjalic A. Towards Understanding the Challenges Facing Effective Trust-Aware Recommendation. In: RSWeb2010: Workshop on Recommender systems and the Social Web. RSWeb2010: Workshop on Recommender systems and the Social Web. Barcelona, Spain; 2010. Abstract  Download: Towards Understanding the Challenges Facing Effective Trust-Aware Recommendation_RSWeb2010.pdf (169.67 KB)
Rudinac S, Larson MA, Hanjalic A. Visual concept-based selection of query expansions for spoken content retrieval. In: SIGIR '10: Proceeding of the 33rd international ACM SIGIR conference on Research and development in information retrieval. SIGIR '10: Proceeding of the 33rd international ACM SIGIR conference on Research and development in information retrieval. Geneva, Switzerland; 2010:891–892. Download: rudinac_acm-sigir_2010.pdf (401.72 KB)
2009
Larson MA, Newman E, Jones GJF. Overview of VideoCLEF 2008: Automatic generation of topic-based feeds for dual language audio-visual content. In: Peters C Evaluating Systems for Multilingual and Multimodal Information Access, CLEF 2008 Revised Selected Papers, LNCS 5706. Evaluating Systems for Multilingual and Multimodal Information Access, CLEF 2008 Revised Selected Papers, LNCS 5706.; 2009. Abstract
Ordelman R, de Jong F, Larson MA. Enhanced Multimedia Content Access and Exploitation Using Semantic Speech Retrieval. In: Semantic Computing, 2009. ICSC '09. IEEE International Conference on. Semantic Computing, 2009. ICSC '09. IEEE International Conference on.; 2009:521-528. Abstract
Shi Y, Larson MA, Hanjalic A. Exploiting User Similarity based on Rated-Item Pools for Improved User-based Collaborative Filtering. In: 3rd ACM conference on Recommender Systems (RecSys 2009). 3rd ACM conference on Recommender Systems (RecSys 2009).; 2009. Abstract
Rudinac S, Larson MA, Hanjalic A. Exploiting Visual Reranking to Improve Pseudo-Relevance Feedback for Spoken-Content-Based Video Retrieval. In: 10th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS 2009). 10th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS 2009).; 2009. Abstract