2021

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Towards user-oriented privacy for recommender system data: A personalization-based approach to gender obfuscation for user profiles
Manel Slokom | Alan Hanjalic | Martha A. Larson
2021 Volume 58 Issue 6

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Adversarial Item Promotion: Vulnerabilities at the Core of Top-N Recommenders that Use Images to Address Cold Start
Zhuoran Liu | Martha A. Larson
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

2019

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Top-N Recommendation with Multi-Channel Positive Feedback using Factorization Machines
Babak Loni | Roberto Pagano | Martha A. Larson | Alan Hanjalic
2019 Volume 37 Issue 2

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Who's Afraid of Adversarial Queries?: The Impact of Image Modifications on Content-based Image Retrieval
Zhuoran Liu | Zhengyu Zhao | Martha A. Larson
Proceedings of the 2019 on International Conference on Multimedia Retrieval, ICMR 2019, Ottawa, ON, Canada, June 10-13, 2019

2018

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6th International Workshop on News Recommendation and Analytics (INRA 2018)
Özlem Özgöbek | Benjamin Kille | Jon Atle Gulla | Martha A. Larson | Andreas Lommatzsch
Proceedings of the CIKM 2018 Workshops co-located with 27th ACM International Conference on Information and Knowledge Management (CIKM 2018), Torino, Italy, October 22, 2018

2017

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On the Automatic Identification of Music for Common Activities
Karthik Yadati | Cynthia C. S. Liem | Martha A. Larson | Alan Hanjalic
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, ICMR 2017, Bucharest, Romania, June 6-9, 2017

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The Geo-Privacy Bonus of Popular Photo Enhancements
Jaeyoung Choi | Martha A. Larson | Xinchao Li | Kevin Li | Gerald Friedland | Alan Hanjalic
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, ICMR 2017, Bucharest, Romania, June 6-9, 2017

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Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, ICMR 2017, Bucharest, Romania, June 6-9, 2017

Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, ICMR 2017, Bucharest, Romania, June 6-9, 2017

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A Stream-based Resource for Multi-Dimensional Evaluation of Recommender Algorithms
Benjamin Kille | Andreas Lommatzsch | Frank Hopfgartner | Martha A. Larson | Arjen P. de Vries
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017

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CLEF NewsREEL 2017: Contextual Bandit News Recommendation
Yu Liang | Babak Loni | Martha A. Larson
Working Notes of CLEF 2017 - Conference and Labs of the Evaluation Forum, Dublin, Ireland, September 11-14, 2017

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CLEF 2017 NewsREEL Overview: Offline and Online Evaluation of Stream-based News Recommender Systems
Benjamin Kille | Andreas Lommatzsch | Frank Hopfgartner | Martha A. Larson | Torben Brodt
Working Notes of CLEF 2017 - Conference and Labs of the Evaluation Forum, Dublin, Ireland, September 11-14, 2017

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CLEF 2017 NewsREEL Overview: A Stream-Based Recommender Task for Evaluation and Education
Andreas Lommatzsch | Benjamin Kille | Frank Hopfgartner | Martha A. Larson | Torben Brodt | Jonas Seiler | Özlem Özgöbek
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 8th International Conference of the CLEF Association, CLEF 2017, Dublin, Ireland, September 11-14, 2017, Proceedings

2016

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Introduction to the Special Issue on Crowd in Intelligent Systems
Kuan-Ta Chen | Omar Alonso | Martha A. Larson | Irwin King
2016 Volume 7 Issue 4

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Go with the Flow: When Listeners Use Music as Technology
Andrew M. Demetriou | Martha A. Larson | Cynthia C. S. Liem
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016

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CLEF NewsREEL 2016: Image based Recommendation
Francesco Corsini | Martha A. Larson
Working Notes of CLEF 2016 - Conference and Labs of the Evaluation forum, Évora, Portugal, 5-8 September, 2016

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CLEF NewsREEL 2016: Comparing Multi-dimensional Offline and Online Evaluation of News Recommender Systems
Benjamin Kille | Andreas Lommatzsch | Frank Hopfgartner | Martha A. Larson | Jonas Seiler | Davide Malagoli | András Serény | Torben Brodt
Working Notes of CLEF 2016 - Conference and Labs of the Evaluation forum, Évora, Portugal, 5-8 September, 2016

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Overview of NewsREEL'16: Multi-dimensional Evaluation of Real-Time Stream-Recommendation Algorithms
Benjamin Kille | Andreas Lommatzsch | Gebrekirstos G. Gebremeskel | Frank Hopfgartner | Martha A. Larson | Jonas Seiler | Davide Malagoli | András Serény | Torben Brodt | Arjen P. de Vries
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 7th International Conference of the CLEF Association, CLEF 2016, Évora, Portugal, September 5-8, 2016, Proceedings

2015

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Benchmarking News Recommendations: The CLEF NewsREEL Use Case
Frank Hopfgartner | Torben Brodt | Jonas Seiler | Benjamin Kille | Andreas Lommatzsch | Martha A. Larson | Roberto Turrin | András Serény
2015 Volume 49 Issue 2

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Stream-Based Recommendations: Online and Offline Evaluation as a Service
Benjamin Kille | Andreas Lommatzsch | Roberto Turrin | András Serény | Martha A. Larson | Torben Brodt | Jonas Seiler | Frank Hopfgartner
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 6th International Conference of the CLEF Association, CLEF 2015, Toulouse, France, September 8-11, 2015, Proceedings

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Overview of CLEF NewsREEL 2015: News Recommendation Evaluation Lab
Benjamin Kille | Andreas Lommatzsch | Roberto Turrin | András Serény | Martha A. Larson | Torben Brodt | Jonas Seiler | Frank Hopfgartner
Working Notes of CLEF 2015 - Conference and Labs of the Evaluation forum, Toulouse, France, September 8-11, 2015

2014

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Moody closet: exploring intriguing new views on wardrobe recommendation
Bojana Dumeljic | Martha A. Larson | Alessandro Bozzon
Proceedings of the First International Workshop on Gamification for Information Retrieval, GamifIR@ECIR '14, Amsterdam, The Netherlands, April 13, 2014

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SocialZap: Catch-up on Interesting Television Fragments Discovered from Social Media
Svetlana Kordumova | Christoph Kofler | Dennis C. Koelma | Bouke Huurnink | Bauke Freiburg | Joris Kleinveld | Manuel van Rijn | Marco van Deursen | Martha A. Larson | Cees G. M. Snoek
International Conference on Multimedia Retrieval, ICMR '14, Glasgow, United Kingdom - April 01 - 04, 2014

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VideoJot: A Multifunctional Video Annotation Tool
Michael Riegler | Mathias Lux | Vincent Charvillat | Axel Carlier | Raynor Vliegendhart | Martha A. Larson
International Conference on Multimedia Retrieval, ICMR '14, Glasgow, United Kingdom - April 01 - 04, 2014

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Detecting Drops in Electronic Dance Music: Content based approaches to a socially significant music event
Karthik Yadati | Martha A. Larson | Cynthia C. S. Liem | Alan Hanjalic
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014

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CARS2: Learning Context-aware Representations for Context-aware Recommendations
Yue Shi | Alexandros Karatzoglou | Linas Baltrunas | Martha A. Larson | Alan Hanjalic
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

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Cross-Domain Collaborative Filtering with Factorization Machines
Babak Loni | Yue Shi | Martha A. Larson | Alan Hanjalic
Advances in Information Retrieval - 36th European Conference on IR Research, ECIR 2014, Amsterdam, The Netherlands, April 13-16, 2014. Proceedings

2013

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Nontrivial landmark recommendation using geotagged photos
Yue Shi | Pavel Serdyukov | Alan Hanjalic | Martha A. Larson
2013 Volume 4 Issue 3

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Mining contextual movie similarity with matrix factorization for context-aware recommendation
Yue Shi | Martha A. Larson | Alan Hanjalic
2013 Volume 4 Issue 1

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When music makes a scene
Cynthia C. S. Liem | Martha A. Larson | Alan Hanjalic
2013 Volume 2 Issue 1

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Multimedia information seeking through search and hyperlinking
Maria Eskevich | Gareth J. F. Jones | Robin Aly | Roeland Ordelman | Shu Chen | Danish Nadeem | Camille Guinaudeau | Guillaume Gravier | Pascale Sébillot | Tom De Nies | Pedro Debevere | Rik Van de Walle | Petra Galuscáková | Pavel Pecina | Martha A. Larson
International Conference on Multimedia Retrieval, ICMR'13, Dallas, TX, USA, April 16-19, 2013

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Geo-visual ranking for location prediction of social images
Xinchao Li | Martha A. Larson | Alan Hanjalic
International Conference on Multimedia Retrieval, ICMR'13, Dallas, TX, USA, April 16-19, 2013

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GAPfm: optimal top-n recommendations for graded relevance domains
Yue Shi | Alexandros Karatzoglou | Linas Baltrunas | Martha A. Larson | Alan Hanjalic
22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013

2012

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Special issue on searching speech
Martha A. Larson | Franciska de Jong | Wessel Kraaij | Steve Renals
2012 Volume 30 Issue 3

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Leveraging visual concepts and query performance prediction for semantic-theme-based video retrieval
Stevan Rudinac | Martha A. Larson | Alan Hanjalic
2012 Volume 1 Issue 4

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Spoken Content Retrieval: A Survey of Techniques and Technologies
Martha A. Larson | Gareth J. F. Jones
2012 Volume 5 Issue 4-5

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Discovering User Perceptions of Semantic Similarity in Near-duplicate Multimedia Files
Raynor Vliegendhart | Martha A. Larson | Johan A. Pouwelse
Proceedings of the First International Workshop on Crowdsourcing Web Search, Lyon, France, April 17, 2012

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Adaptive diversification of recommendation results via latent factor portfolio
Yue Shi | Xiaoxue Zhao | Jun Wang | Martha A. Larson | Alan Hanjalic
The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012

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TFMAP: optimizing MAP for top-n context-aware recommendation
Yue Shi | Alexandros Karatzoglou | Linas Baltrunas | Martha A. Larson | Alan Hanjalic | Nuria Oliver
The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012

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The CUBRIK project: human-enhanced time-aware multimedia search
Piero Fraternali | Marco Tagliasacchi | Davide Martinenghi | Alessandro Bozzon | Ilio Catallo | Eleonora Ciceri | Francesco Saverio Nucci | Vincenzo Croce | Ismail Sengör Altingövde | Wolf Siberski | Fausto Giunchiglia | Wolfgang Nejdl | Martha A. Larson | Ebroul Izquierdo | Petros Daras | Otto Chrons | Ralph Traphöner | Björn Decker | John Lomas | Patrick Aichroth | Jasminko Novak | Ghislain Sillaume | Fernando Sánchez-Figueroa | Carolina Salas-Parra
Proceedings of the 21st World Wide Web Conference, WWW 2012, Lyon, France, April 16-20, 2012 (Companion Volume)

2011

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Automatic tagging and geotagging in video collections and communities
Martha A. Larson | Mohammad Soleymani | Pavel Serdyukov | Stevan Rudinac | Christian Wartena | Vanessa Murdock | Gerald Friedland | Roeland Ordelman | Gareth J. F. Jones
Proceedings of the 1st International Conference on Multimedia Retrieval, ICMR 2011, Trento, Italy, April 18 - 20, 2011

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The where in the tweet
Wen Li | Pavel Serdyukov | Arjen P. de Vries | Carsten Eickhoff | Martha A. Larson
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011

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A peer's-eye view: network term clouds in a peer-to-peer system
Raynor Vliegendhart | Martha A. Larson | Christoph Kofler | Johan A. Pouwelse
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011

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How Far Are We in Trust-Aware Recommendation?
Yue Shi | Martha A. Larson | Alan Hanjalic
Advances in Information Retrieval - 33rd European Conference on IR Research, ECIR 2011, Dublin, Ireland, April 18-21, 2011. Proceedings

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Reranking Collaborative Filtering with Multiple Self-contained Modalities
Yue Shi | Martha A. Larson | Alan Hanjalic
Advances in Information Retrieval - 33rd European Conference on IR Research, ECIR 2011, Dublin, Ireland, April 18-21, 2011. Proceedings

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To Seek, Perchance to Fail: Expressions of User Needs in Internet Video Search
Christoph Kofler | Martha A. Larson | Alan Hanjalic
Advances in Information Retrieval - 33rd European Conference on IR Research, ECIR 2011, Dublin, Ireland, April 18-21, 2011. Proceedings

2010

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Multimedia with a speech track: searching spontaneous conversational speech
Martha A. Larson | Roeland Ordelman | Franciska de Jong | Joachim Köhler | Wessel Kraaij
2010 Volume 44 Issue 1

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Predicting podcast preference: An analysis framework and its application
Manos Tsagkias | Martha A. Larson | Maarten de Rijke
2010 Volume 61 Issue 2

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The participation payoff: challenges and opportunities for multimedia access in networked communities
Naeem Ramzan | Martha A. Larson | Frédéric Dufaux | Kai Clüver
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, MIR 2010, Philadelphia, Pennsylvania, USA, March 29-31, 2010

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Visual concept-based selection of query expansions for spoken content retrieval
Stevan Rudinac | Martha A. Larson | Alan Hanjalic
Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2010, Geneva, Switzerland, July 19-23, 2010

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Exploiting Result Consistency to Select Query Expansions for Spoken Content Retrieval
Stevan Rudinac | Martha A. Larson | Alan Hanjalic
Advances in Information Retrieval, 32nd European Conference on IR Research, ECIR 2010, Milton Keynes, UK, March 28-31, 2010. Proceedings

2009

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Overview of VideoCLEF 2009: New Perspectives on Speech-based Multimedia Content Enrichment
Martha A. Larson | Eamonn Newman | Gareth J. F. Jones
Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30 - October 2, 2009

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Exploiting Speech Recognition Transcripts for Narrative Peak Detection in Short-Form Documentaries
Martha A. Larson | Bart Jochems | Ewine Smits | Roeland Ordelman
Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30 - October 2, 2009

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Exploiting Speech Recognition Transcripts for Narrative Peak Detection in Short-Form Documentaries
Martha A. Larson | Bart Jochems | Ewine Smits | Roeland Ordelman
Multilingual Information Access Evaluation II. Multimedia Experiments - 10th Workshop of the Cross-Language Evaluation Forum, CLEF 2009, Corfu, Greece, September 30 - October 2, 2009, Revised Selected Papers

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Overview of VideoCLEF 2009: New Perspectives on Speech-Based Multimedia Content Enrichment
Martha A. Larson | Eamonn Newman | Gareth J. F. Jones
Multilingual Information Access Evaluation II. Multimedia Experiments - 10th Workshop of the Cross-Language Evaluation Forum, CLEF 2009, Corfu, Greece, September 30 - October 2, 2009, Revised Selected Papers

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Investigating the Global Semantic Impact of Speech Recognition Error on Spoken Content Collections
Martha A. Larson | Manos Tsagkias | Jiyin He | Maarten de Rijke
Advances in Information Retrieval, 31th European Conference on IR Research, ECIR 2009, Toulouse, France, April 6-9, 2009. Proceedings

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Exploiting Surface Features for the Prediction of Podcast Preference
Manos Tsagkias | Martha A. Larson | Maarten de Rijke
Advances in Information Retrieval, 31th European Conference on IR Research, ECIR 2009, Toulouse, France, April 6-9, 2009. Proceedings

2008

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Information access to cultural heritage
Martha A. Larson | Kate Fernie | Johan Oomen | Juan Miguel Cigarrán Recuero
2008 Volume 42 Issue 2

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Spoken content retrieval: Searching spontaneous conversational speech
Joachim Köhler | Martha A. Larson | Franciska de Jong | Wessel Kraaij | Roeland Ordelman
2008 Volume 42 Issue 2

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Blogger, stick to your story: modeling topical noise in blogs with coherence measures
Jiyin He | Wouter Weerkamp | Martha A. Larson | Maarten de Rijke
Proceedings of the Second Workshop on Analytics for Noisy Unstructured Text Data, AND 2008, Singapore, July 24, 2008

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PodCred: a framework for analyzing podcast preference
Manos Tsagkias | Martha A. Larson | Wouter Weerkamp | Maarten de Rijke
Proceedings of the 2nd ACM Workshop on Information Credibility on the Web, WICOW 2008, Napa Valley, California, USA, October 30, 2008

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Metadata and Multilinguality in Video Classification
Jiyin He | Xu Zhang | Wouter Weerkamp | Martha A. Larson
Evaluating Systems for Multilingual and Multimodal Information Access, 9th Workshop of the Cross-Language Evaluation Forum, CLEF 2008, Aarhus, Denmark, September 17-19, 2008, Revised Selected Papers

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Overview of VideoCLEF 2008: Automatic Generation of Topic-Based Feeds for Dual Language Audio-Visual Content
Martha A. Larson | Eamonn Newman | Gareth J. F. Jones
Evaluating Systems for Multilingual and Multimodal Information Access, 9th Workshop of the Cross-Language Evaluation Forum, CLEF 2008, Aarhus, Denmark, September 17-19, 2008, Revised Selected Papers

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The University of Amsterdam at VideoCLEF 2008
Jiyin He | Xu Zhang | Wouter Weerkamp | Martha A. Larson
Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , Aarhus, Denmark, September 17-19, 2008

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Overview of VideoCLEF 2008: Automatic Generation of Topic-based Feeds for Dual Language Audio-Visual Content
Martha A. Larson | Eamonn Newman | Gareth J. F. Jones
Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , Aarhus, Denmark, September 17-19, 2008

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Term clouds as surrogates for user generated speech
Manos Tsagkias | Martha A. Larson | Maarten de Rijke
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2008, Singapore, July 20-24, 2008

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Using Coherence-Based Measures to Predict Query Difficulty
Jiyin He | Martha A. Larson | Maarten de Rijke
Advances in Information Retrieval , 30th European Conference on IR Research, ECIR 2008, Glasgow, UK, March 30-April 3, 2008. Proceedings

2007

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Structured Audio Player: Supporting Radio Archive Workflows with Automatically Generated Structure Metadata
Martha A. Larson | Joachim Köhler
Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications) - RIAO 2007, 8th International Conference, Carnegie Mellon University, Pittsburgh, PA, USA, May 30 - June 1, 2007. Proceedings, CD-ROM