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INST 734
Information Retrieval Systems
Fall 2014
Assigned Summaries

Assigned Summaries for Module 2 (Evidence from content)
1. Tefko Saracevic, (1999) Information Science. Journal of the American Society for Information Science, 50(12)1051-1063.
2. Donna Harman, Edward Fox, Ricardo Baeza-Yates and W. Lee, "Inverted Files," in William B. Frakes and Ricardo Baeza-Yates, Information Retrieval: Data Structures and Algorithms, Prentice Hall, 1992, Chapter 3.
3. Karen Sparck-Jones, "What is the Role of NLP in Text Retrieval?," in Tomek Strzalkowski (ed.), Natural Language Information Retrieval, Kluwer, 1999, Chapter 1, pp. 1-24.
4. David A. Ferrucci, "Introduction to 'This is Watson'," IBM Journal of Research and Development, 56(3-4)1:1-1:15, 2012.
5. Hang Li and Jun Xu, Semantic Matching in Search, Foundations and Trends in Information Retrieval, 7(5)343-469, 2014. Read only Chapter 2.
Assigned Summaries for Module 3 (Ranked retrieval)
1. Amit Singhal, "Pivoted Document Length Normalization," SIGIR 1996.
2. Djoerd Hiemstra and Arjen P. de Vries, "Relating the New Language Models of Information Retrieval to the Traditional Retrieval Models," Technical Report TR-CTIT-00-09.
3. James Allan, ed. "Challenges in Information Retrieval and Language Modeling", SIGIR Forum, 37(1)31-47, Spring, 2003.
4. Stephen Robertson and Hugo Zaragoza, "The Probabilistic Framework: BM 25 and Beyond," Foundations and Trends in Information Retrieval, 3(4)333-389, 2009. Read only Chapter 4.
5. Hang Li, "Learning to Rank for Information Retrieval and Natural Language Processing," Synthesis Lectures on Human Language Technologies, Morgan and Claypool, 2011. Read only Chapter 2.
Assigned Summaries for Module 4 (Interaction)
1. Peter Pirolli and Stuart Card, "Information Foraging," Psychological Review. 106(4), 643-675, 1999.
2. Meredith Ringel Morris and Jamie Teevan, Collaborative Web Search: Who, What, Where, When and Why?, Synthesis Lectures on Information Concepts, Retrieval and Services, Morgan and Claypool, 2009. Read only Chapter 3.
3. Max Wilson, Search User Interface Design, Synthesis Lectures on Information Concepts, Retrieval and Services, Morgan and Claypool, 2011. Read only Chapter 5.
4. Tatiana Gossen, Marcus Nitsche, Jana Vos and Andreas Nurnberger, "Adaptation of a Search User Interface towards User Needs: A Prototype Study with Children & Adults," Proceedings of the Symposium on Human-Computer Interaction and Information Retrieval, 2013.
5. Hugo Huurdeman and Jaap Kamps, "From Multistage Information-Seeking Models to Multistage Search Systems," in Conference on Information Interaction in Context, 2014.
Assigned Summariess for Module 5 (Evaluation)
1. Stefano Mizzaro. "How Many Relevances in Information Retrieval?," Interacting With Computers, 10(3),305-322, 1999.
2. Ellen M. Voorhees, "Variations in Relevance Judgments and the Measurement of Retrieval Effectiveness," Information Processing and Management, 36(5)697-716, 2000.
3. Andrew H. Turpin and William Hersh, "Why Batch and User Evaluations Do Not Give the Same Results," SIGIR 2001.
4. Mark D. Smucker, James Allan and Ben Carterette, "A Comparison of Statistical Significance Tests for Information Retrieval evaluation" ACM Conference on Information and Knowledge Management, pp. 623-632, 2007.
5. Mark Sanderson, "Test Collection Based Evaluation of Information Retrieval Systems," Foundations and Trends in Information Retrieval, 4(4)247-375, 2010. Read only Chapter 6.
Assigned Summaries for Module 6 (Web search)
1. Carlos Castillo and Brian D. Davison, "Adversarial Web Search, Foundations and Trends in Information Retrieval, 4(5)377-486, 2010. Read only chapter 2.
2. David Carmel and Elad Yom-Tov, Estimating the Query Difficulty for Information Retrieval, Synthesis Lectures on Information Concepts, Retrieval and Services, Morgan and Claypool, 2010. Read only Chapters 1 and 2 (which are both short).
3. Ricardo Baeza-Yates, Andrei S. Broder and Yoelle Maarek, "The New Frontier of Web Search Technology: Seven Challenges," in Search Computing: Trends and Developments, Springer, 2011.
4. Rodrygo L.T. Santos, Craig Macdonald, Richard McCreadie, Iadh Ounis and Ian Soboroff, "Information Retrieval on the Blogosphere, Foundations and Trends in Information Retrieval, 6(1)1-125, 2012. Read only Chapter 4.
5. Sandeep Pandey, Mohamed Aly, Abraham Bagherjeiran, Andrew Hatch, Peter Ciccolo, Adwait Ratnaparkhi and Martin Zinkevich, "Learning to Target: What Works for Behavioral Targeting," Proceedings of the 20th ACM International Conference on Information and Knowledge Management, pp. 1805-1814, 2011.
Assigned Summaries for Module 7 (Evidence from behavior)
1. Thorsten Joachims, Laura Granka, Bing Pan, Helene Hembrooke, Filip Radlinski and Geri Gay, "Evaluating the accuracy of implicit feedback from clicks and query reformulations in Web search," ACM Transactions on Information Systems, 25(2), 2007.
2. Emily Steel and Julia Angwin, "On the Web's Cutting Edge, Anonymity in Name Only," Wall Street Journal, 2010.
3. Georg Buscher, Andreas Dengel, Ralf Biedert and Ludger V Elst, Attentive Documents: Eye tracking as implicit feedback for information retrieval and beyond, ACM Transactions on Interactive Intelligent Systems, 1(2), 2012.
4. Dmitry Lagun, Mikhail Ageev, Qi Guo and Eugene Agichtein, "Discovering Common Motifs in Cursor Movement Data for Improving Web Search," Proceedings of the 7th ACM International Conference on Web Search and Data Mining, pp. 183-192, 2014.
5. Huiji Gao, Jiliang Tang, Xia Hu and Huan Liu, "Exploring Temporal Effects for Location Recommendation on Location-Based Social Networks", in Proceedings of the 7th ACM conference on Recommender Systems, pp. 93-100, 2013.
Assigned Summaries for Module 8 (Evidence from description)
1. Carl Lagoze and Herbert Van de Stompel, "The Open Archives Initiative: Building a Low-Barrier Interoperability Framework," Proceedings of the First ACM/IEEE-CS Joint Conference on Digital Libraries, Roanoke, VA, June 2001, pp. 54-62.
2. Nigel Shadbolt, Wendy Hall and Tim Berners-Lee, "The Semantic Web Revisited," IEEE Intelligent Systems, 12(3)96-101, 2006.
3. Johannes Hoffart, Fabian M. Suchanek, Klaus Berberich and Gerhard Weikum, "YAGO2: A spatially and temporally enhanced knowledge base from Wikipedia," Artificial Intelligence, vol. 194, pp. 28-61, 2012.
4. Hannah Bast, Florian Baurle, Bjorn Buchhold and Elmar Haussmann, "Broccoli: Semantic Full-Text Search at your Fingertips, arXiv preprint arXiv:1207.2615v3, July 18, 2013.
5. Eamon P. Duffy, Searching HathiTrust: Old Concepts in a New Context," Partnership, The Canadian Journal of Library and Information Practice and Research, 8(1), 2013.
Assigned Summaries for Module 9 (Filtering and recommendation)
1. Jonathan L Herlocker, Joseph A. Konstan, Loren G. Terveen and John T. Riedl, "Evaluating Collaborative Filtering Recommender Systems," ACM Transactions on Information Systems, 22(1)5-53, 2004.
2. Robert M. Bell and Yehuda Koren, "Lessons from the Netflix Prize Challenge," SIGKDD Explorations, 9(2)75-79, 2007.
3. Bart P. Knijnenburg, Svetlin Bostnadjiev, John O'Donovan and Alfred Kobsa, "Inspectability and Control in Social Recommenders," Proceedings of the Sixth ACM Conference on Recommender Systems, pp. 43-50, 2012.
4. Jiliang Tang, Huiji Gao, Xia Hu and Huan Liu, "Context Aware Review Helpfulness Rating Prediction," in Proceedings of the Seventh ACM Conference on Recommender Systems, pp. 1-8, 2013.
5. Li Chen and Pearl Pu, "Experiments on User Experiences with Recommender Interfaces," Behavior and Information Technology, 33(4)372-394, 2014.
Assigned Summaries for Module 10 (Scanned documents)
1. Paul Conway, Preserving Imperfection: Assessing the Incidence of Digital Imaging Error in HathiTrust, Preservation, Digital Technology & Culture, 42(1), 2013.
2. Utpal Garain, Arjun Das, David S. Doermann and Douglas W. Oard, "Leveraging Statistical Transliteration for Dictionary-Based English-Bengali CLIR of OCR'd Text," in 24th International Conference on Computational Linguistics, pp.339-348, 2012.
3. Rajiv Jain, Douglas W. Oard and David Doermann, "Scalable Ranked Retrieval Using Document Images," in 21st SPIE Document Recognition and Retrieval Conference, 15 pages, 2014.
4. Pingping Xiu and Henry S. Baird, "Whole-Book Recognition," IEEE Transactions on Pattern Analysis and Machine Intelligence, 34(12), 2012.
5. Sumit Bhatia and Prasenjit Mitra, "Summarizing figures, tables, and algorithms in scientific publications to augment search results," ACM Transactions on Information Systems, 30(1), 2012.
Assigned Summaries for Module 11 (Cross-language search)
1. Ling-Xiang Tang, In-Su Kang, Fuminori Kimura, Yi-Hsun Lee, Andrew Trotman, Shlomo Geva and Yue Xu, "Overview of the NTCIR-10 Cross-Lingual Link Discovery Task," Proceedings of the 10th NTCIR Conference on Evaluation of Information Access Technologies, 31 pages, 2013.
2. Paul McNamee, Textual Representations for Corpus-Based Bilingual Retrieval, Ph.D. Dissertation, University of Maryland Baltimore County, 2008. Read only Chapter 6.
3. Philipp Sorg and Philipp Cimiano, "Cross-lingual information retrieval with explicit semantic analysis," Working Notes for the CLEF 2008 Workshop, 2008.
4. Douglas W. Oard, Peter Brusilovsky, Daqing He, Judith Klavans, Tomasz Loboda, Leiming Qian, Dagobert Soergel and Pengyi Zhang, "Formative Evaluation for Multilingual Multimedia Search and Sense-Making," Handbook of Natural Language Processing and Machine Translation, Springer, 2011.
5. Jianqiang Wang and Douglas W. Oard, "Matching Meaning for Cross-Language Information Retrieval," Information Processing and Management, 48(4)631-653, 2012.
Assigned Summaries for Module 12 (Speech and music)
1. Jonathan Foote, "An Overview of Audio Information Retrieval," ACM-Springer Multimedia Systems, 7(1)2-10, 1999.
2. John S. Garofolo, Cedric G. P. Auzanne and Ellen M. Voorhees, "The TREC Spoken Document Retrieval Track: A success story," in Proceedings of the Eighth Text Retrieval Conference, 1999, pp. 107-130.
3. Rodger J. McNabb, Lloyd A. Smith, Ian H. Witten, and Clare L. Henderson, "Tune Retrieval in the Multimedia Library," Multimedia Tools and Applications, 10(2-3)113-132, 2000.
4. Mark Podlaseck, Robert Hoch and Edith Schoenberg, This is Not a Catalog: Philip Glass's Works Online, IEEE Multimedia, 10(4)4-7, 2003.
5. William Byrne, David Doermann, Martin Franz, Samuel Gustman, Jan Hajic, Douglas Oard, Michael Picheny, Josef Psutka, Bhuvana Ramabhadran, Dagobert Soergel, Todd Ward and Wei-Jing Zhu, "Automatic Recognition of Spontaneous Speech for Access to Multilingual Oral History Archives," IEEE Transations on Audio and Speech Processing, 12(4), 420-435, 2004.
Assigned Summaries for Module 13 (Photographs and Video)
1. Howard Wactlar et al., "Complementary Audio and Video Analysis for Broadcast News Archives," Communicatuions of the ACM, 43(2)42-47, 2000.
2. Tom Yeh, Brandyn White, Jose San Pedro, Boris Katz, Larry S. Davis, "A Case for Query by Image and Text Content: Searching Computer Help Using Screenshots and Keywords," Proceedings of the 20th International Conference on World-Wide Web, pp. 775-784, 2011.
3. Rahul Garg, Deva Ramanan, Steven M. Seitz and Noah Snavely, "Where's Waldo: Matching people in images of crowds," IEEE Conference on Computer Vision and Pattern Recognition, 2011.
4. Cuong Nguyen, Yuzhen Niu and Feng Liu, "Video Summagator: An Interface for Video Summarization and Navigation," Proceedings of the SIGCHI Conference on Human Factors in Computing, pp. 647-650, 2012.
5. Duo Ding, Florian Metze, Shourabh Rawat, Peter Franz Schulam, Susanne Burger, Ehsan Younessian, Lei Bao, Michael G. Christel and Alexander Hauptmann, "Beyond Audio and Video Retrieval: Towards Multimedia Summarization," Second ACM International Conference on Multimedia Retrieval, 2012.