| Description |
1 online resource (xxxii, 881 pages) : illustrations (some color) |
| Series |
Lecture notes in computer science ; 11437 |
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LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI |
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Lecture notes in computer science ; 11437.
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LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI.
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| Contents |
[I]. Modeling relations: 1. Learning lexical-semantic relations using intuitive cognitive links / Georgios Balikas, Gaël Dias, Rumen Moraliyski, Houssam Akhmouch, and Massih-Reza Amini -- 2. Relationship prediction in dynamic heterogeneous information networks / Amin Milani Fard, Ebrahim Bagheri, and Ke Wang -- 3. Retrieving relationships from a knowledge graph / Puneet Agarwal, Maya Ramanath, and Gautam Shroff -- 4. Embedding geographic locations for modelling the natural environment using Flickr tags and structured data / Shelan S. Jeawak, Christopher B. Jones, and Steven Schockaert |
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[II]. Classification and search: 5. Recognising summary articles / Mark Fisher, Dyaa Albakour, Udo Kruschwitz, and Miguel Martinez -- 6. Towards content expiry date determination : predicting validity periods of sentences / Axel Almquist and Adam Jatowt -- 7. Dynamic ensemble selection for author verification / Nektaria Potha and Efstathios Stamatatos -- 8. Structural similarity search for formulas using leaf-root paths in operator subtrees / Wei Zhong and Richard Zanibbi |
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[III]. Recommender system I: 9. PRIN : a probabilistic recommender with item priors and neural models / Alfonso Landin, Daniel Valcarce, Javier Parapar, and Álvaro Barreiro -- 10. Information retrieval models for contact recommendation in social networks / Javier Sanz-Cruzado and Pablo Castells -- 11. Conformative filtering for implicit feedback data / Farhan Khawar and Nevin L. Zhang |
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[IV]. Graphs: 12. Binarized knowledge graph embeddings / Koki Kishimoto, Katsuhiko Hayashi, Genki Akai, Masashi Shimbo, and Kazunori Komatani -- 13. A supervised keyphrase extraction system based on graph representation learning / Corina Florescu and Wei Jin |
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[V]. Recommender system II: 14. Comparison of sentiment analysis and user ratings in venue recommendation / Xi Wang, Iadh Ounis, and Craig Macdonald -- 15. AntRS : recommending lists through a multi-objective ant colony system / Pierre-Edouard Osche, Sylvain Castagnos, and Anne Boyer -- 16. Automated early leaderboard generation from comparative tables / Mayank Singh, Rajdeep Sarkar, Atharva Vyas, Pawan Goyal, Animesh Mukherjee, and Soumen Chakrabarti |
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[VI]. Query analytics: 17. Predicting the topic of your next query for just-in-time IR / Seyed Ali Bahrainian, Fattane Zarrinkalam, Ida Mele, and Fabio Crestani -- 18. Identifying unclear questions in community question answering websites / Jan Trienes and Krisztian Balog -- 19. Local and global query expansion for hierarchical complex topics / Jeffrey Dalton, Shahrzad Naseri, Laura Dietz, and James Allan |
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[VII]. Representation: 20. Word embeddings for entity-annotated texts / Satya Almasian, Andreas Spitz, and Michael Gertz -- 21. Vectors of pairwise item preferences / Gaurav Pandey, Shuaiqiang Wang, Zhaochun Ren, and Yi Chang |
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[VIII]. Reproducibility (systems): 22. Compressing inverted indexes with recursive graph bisection : a reproducibility study / Joel Mackenzie, Antonio Mallia, Matthias Petri, J. Shane Culpepper, and Torsten Suel -- 23. An experimental study of index compression and DAAT query processing methods / Antonio Mallia, Michał Siedlaczek, and Torsten Suel -- 24. Reproducing and generalizing semantic term matching in axiomatic information retrieval / Peilin Yang and Jimmy Lin -- 25. Optimizing ranking models in an online setting / Harrie Oosterhuis and Maarten de Rijke -- 26. Simple techniques for cross-collection relevance feedback / Ruifan Yu, Yuhao Xie, and Jimmy Lin |
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[IX]. Reproducibility (application): 27. A comparative study of summarization algorithms applied to legal case judgments / Paheli Bhattacharya, Kaustubh Hiware, Subham Rajgaria, Nilay Pochhi, Kripabandhu Ghosh, and Saptarshi Ghosh -- 28. Replicating relevance-ranked synonym discovery in a new language and domain / Andrew Yates and Michael Unterkalmsteiner -- 29. On cross-domain transfer in venue recommendation / Jarana Manotumruksa, Dimitrios Rafailidis, Craig Macdonald, and Iadh Ounis -- 30. The effect of algorithmic bias on recommender systems for massive open online courses / Ludovico Boratto, Gianni Fenu, and Mirko Marras |
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[X]. Neural IR: 31. Domain adaptive neural sentence compression by tree cutting / Litton J. Kurisinkel, Yue Zhang, and Vasudeva Varma -- 32. An axiomatic approach to diagnosing neural IR models / Daniël Rennings, Felipe Moraes, and Claudia Hauf |
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[XI]. Cross lingual IR: 33. Term selection for query expansion in medical cross-lingual information retrieval / Shadi Saleh and Pavel Pecina -- 34. Zero-shot language transfer for cross-lingual sentence retrieval using bidirectional attention model / Goran Glavaš and Ivan Vulić |
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[XII]. QA and conversational search: 35. QRFA : a data-driven model of information-seeking dialogues / Svitlana Vakulenko, Kate Revoredo, Claudio Di Ciccio, and Maarten de Rijke -- 36. Iterative relevance feedback for answer passage retrieval with passage-level semantic match / Keping Bi, Qingyao Ai, and W. Bruce Croft |
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[XIII]. Topic modeling: 37. LICD : a language-independent approach for aspect category detection / Erfan Ghadery, Sajad Movahedi, Masoud Jalili Sabet, Heshaam Faili, and Azadeh Shakery -- 38. Topic grouper : an agglomerative clustering approach to topic modeling / Daniel Pfeifer and Jochen L. Leidner |
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[XIV]. Metrics: 39. Meta-evaluation of dynamic search : how do metrics capture topical relevance, diversity and user effort? / Ameer Albahem, Damiano Spina, Falk Scholer, and Lawrence Cavedon -- 40. A Markovian approach to evaluate session-based IR systems / David van Dijk, Marco Ferrante, Nicola Ferro, and Evangelos Kanoulas -- 41. Correlation, prediction and ranking of evaluation metrics in information retrieval / Soumyajit Gupta, Mucahid Kutlu, Vivek Khetan, and Matthew Lease -- 42. Modeling user actions in job search / Alfan Farizki Wicaksono, Alistair Moffat, and Justin Zobel |
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[XV]. Image IR: 43. Automated semantic annotation of species names in handwritten texts / Lise Stork, Andreas Weber, Jaap van den Herik, Aske Plaat, Fons Verbeek, and Katherine Wolstencroft -- 44. Tangent-V : math formula image search using line-of-sight graphs / Kenny Davila, Ritvik Joshi, Srirangaraj Setlur, Venu Govindaraju, and Richard Zanibbi -- 45. Figure retrieval from collections of research articles / Saar Kuzi and ChengXiang Zhai -- 46. "Is this an example image?" : predicting the relative abstractness level of image and text / Christian Otto, Sebastian Holzki, and Ralph Ewerth |
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[XVI]. Short papers: 47. End-to-end neural relation extraction using deep biaffine attention / Dat Quoc Nguyen and Karin Verspoor -- 48. Social relation inference via label propagation / Yingtao Tian, Haochen Chen, Bryan Perozzi, Muhao Chen, Xiaofei Sun, and Steven Skiena -- 49. Wikipedia text reuse : within and without / Milad Alshomary, Michael Völske, Tristan Licht, Henning Wachsmuth, Benno Stein, Matthias Hagen, and Martin Potthast -- 50. Stochastic relevance for crowdsourcing / Marco Ferrante, Nicola Ferro, and Eleonora Losiouk -- 51. Exploting a more global context for event detection through bootstrapping / Dorian Kodelja, Romaric Besançon, and Olivier Ferret -- 52. Faster BlockMax WAND with longer skipping / Antonio Mallia and Elia Porciani -- 53. A hybrid modeling approach for an automated lyrics-rating system for adolescents / Jayong Kim and Mun Y. Yi -- 54. Evaluating similarity metrics for latent Twitter topics / Xi Wang, Anjie Fang, Iadh Ounis, and Craig Macdonald -- 55. On interpretability and feature representations : an analysis of the sentiment neuron / Jonathan Donnelly and Adam Roegiest -- 56. Image tweet popularity prediction with convolutional neural network / Yihong Zhang and Adam Jatowt |
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57. Enriching word embeddings for patent retrieval with global context / Sebastian Hofstätter, Navid Rekabsaz, Mihai Lupu, Carsten Eickhoff, and Allan Hanbury -- 58. Incorporating external knowledge to boost machine comprehension based question answering / Huan Wang, Weiming Lu, and Zeyun Tang -- 59. Impact of training dataset size on neural answer selection models / Trond Linjordet and Krisztian Balog -- 60. Unsupervised explainable controversy detection from online news / Youngwoo Kim and James Allan -- 61. Extracting temporal event relations based on event networks / Duc-Thuan Vo and Ebrahim Bagheri -- 62. Dynamic-keyword extraction from social media / David Semedo and João Magalhães -- 63. Local popularity and time in top-N recommendation / Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Azzurra Ragone, and Joseph Trotta -- 64. Multiple keyphrase generation model with diversity / Shotaro Misawa, Yasuhide Miura, Motoki Taniguchi, and Tomoko Ohkuma |
| Summary |
This two-volume set LNCS 11437 and 11438 constitutes the refereed proceedings of the 41st European Conference on IR Research, ECIR 2019, held in Cologne, Germany, in April 2019. The 48 full papers presented together with 2 keynote papers, 44 short papers, 8 demonstration papers, 8 invited CLEF papers, 11 doctoral consortium papers, 4 workshop papers, and 4 tutorials were carefully reviewed and selected from 365 submissions. They were organized in topical sections named: Modeling Relations; Classification and Search; Recommender Systems; Graphs; Query Analytics; Representation; Reproducibility (Systems); Reproducibility (Application); Neural IR; Cross Lingual IR; QA and Conversational Search; Topic Modeling; Metrics; Image IR; Short Papers; Demonstration Papers; CLEF Organizers Lab Track; Doctoral Consortium Papers; Workshops; and Tutorials. -- Provided by publisher |
| Notes |
International conference proceedings |
| Bibliography |
Includes bibliographical references |
| Notes |
Online resource; title from PDF title page (SpringerLink, viewed April 10, 2019) |
| Subject |
Information retrieval -- Congresses
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Data mining -- Congresses
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Information storage and retrieval systems -- Congresses
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Data mining
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Information retrieval
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Information storage and retrieval systems
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Azzopardi, Leif, editor.
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Stein, Benno, editor.
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Fuhr, Norbert, editor.
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Mayr, Philipp, editor
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Hauff, Claudia, editor
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Hiemstra, Djoerd, editor
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| ISBN |
9783030157128 |
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3030157121 |
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3030157113 |
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9783030157111 |
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9783030157135 |
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303015713X |
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