Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) (2017)

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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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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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Neural Factorization Machines for Sparse Predictive Analytics.
Xiangnan He|Tat-Seng Chua
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From Design to Analysis: Conducting Controlled Laboratory Experiments with Users.
Diane Kelly|Anita Crescenzi
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Can Deep Effectiveness Metrics Be Evaluated Using Shallow Judgment Pools?
Xiaolu Lu|Alistair Moffat|J. Shane Culpepper
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Content Recommendation for Viral Social Influence.
Sergei Ivanov|Konstantinos Theocharidis|Manolis Terrovitis|Panagiotis Karras
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Understanding and Modeling Success in Email Search.
Jin Young Kim|Nick Craswell|Susan T. Dumais|Filip Radlinski|Fang Liu
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Characterizing and Predicting Enterprise Email Reply Behavior.
Liu Yang|Susan T. Dumais|Paul N. Bennett|Ahmed Hassan Awadallah
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Autonomous Crowdsourcing through Human-Machine Collaborative Learning.
Azad Abad|Moin Nabi|Alessandro Moschitti
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Non-negative Matrix Factorization Meets Word Embedding.
Melissa Ailem|Aghiles Salah|Mohamed Nadif
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Learning a Hierarchical Embedding Model for Personalized Product Search.
Qingyao Ai|Yongfeng Zhang|Keping Bi|Xu Chen|W. Bruce Croft
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Dynamic Personalized Ranking of Facets for Exploratory Search.
Esraa Ali
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Venue Appropriateness Prediction for Personalized Context-Aware Venue Suggestion.
Mohammad Aliannejadi|Fabio Crestani
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A Cross-Platform Collection for Contextual Suggestion.
Mohammad Aliannejadi|Ida Mele|Fabio Crestani
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Social Media Image Recognition for Food Trend Analysis.
Giuseppe Amato|Paolo Bolettieri|Vinicius Monteiro de Lira|Cristina Ioana Muntean|Raffaele Perego|Chiara Renso
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Axiomatic Thinking for Information Retrieval: And Related Tasks.
Enrique Amigó|Hui Fang|Stefano Mizzaro|ChengXiang Zhai
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EvALL: Open Access Evaluation for Information Access Systems.
Enrique Amigó|Jorge Carrillo de Albornoz|Mario Almagro-Cádiz|Julio Gonzalo|Javier Rodríguez-Vidal|Felisa Verdejo
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Improving Retrieval Performance for Verbose Queries via Axiomatic Analysis of Term Discrimination Heuristic.
Mozhdeh Ariannezhad|Ali Montazeralghaem|Hamed Zamani|Azadeh Shakery
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Search Without a Query: Powering Job Recommendations via Search Index at LinkedIn.
Dhruv Arya|Ganesh Venkataraman
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Candidate Selection for Large Scale Personalized Search and Recommender Systems.
Dhruv Arya|Ganesh Venkataraman|Aman Grover|Krishnaram Kenthapadi
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Searchbots: Using Chatbots in Collaborative Information-seeking Tasks.
Sandeep Avula
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The Lucene for Information Access and Retrieval Research (LIARR) Workshop at SIGIR 2017.
Leif Azzopardi|Matt Crane|Hui Fang|Grant Ingersoll|Jimmy Lin|Yashar Moshfeghi|Harrisen Scells|Peilin Yang|Guido Zuccon
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Emotional Social Signals for Search Ranking.
Ismail Badache|Mohand Boughanem
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Semantic Query Understanding.
Ricardo Baeza-Yates
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Building Bridges across Social Platforms: Answering Twitter Questions with Yahoo! Answers.
Mossaab Bagdouri|Douglas W. Oard
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Retrieval Consistency in the Presence of Query Variations.
Peter Bailey|Alistair Moffat|Falk Scholer|Paul Thomas
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Detecting Positive Medical History Mentions.
Bing Bai|Pierre-François Laquerre|Richard G. Jackson|Robert Stewart
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Embedding-based Query Expansion for Weighted Sequential Dependence Retrieval Model.
Saeid Balaneshinkordan|Alexander Kotov
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Multitask Learning for Fine-Grained Twitter Sentiment Analysis.
Georgios Balikas|Simon Moura|Massih-Reza Amini
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On the Use of an Intermediate Class in Boolean Crowdsourced Relevance Annotations for Learning to Rank Comments.
Alberto Barrón-Cedeño|Giovanni Da San Martino|Simone Filice|Alessandro Moschitti
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Utilizing Online Social Media for Disaster Relief: Practical Challenges in Retrieval.
Moumita Basu
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Detecting Controversies in Online News Media.
Kaspar Beelen|Evangelos Kanoulas|Bob van de Velde
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Privacy through Solidarity: A User-Utility-Preserving Framework to Counter Profiling.
Joanna Asia Biega|Rishiraj Saha Roy|Gerhard Weikum
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Accounting for the Correspondence in Commented Data.
Renqin Cai|Chi Wang|Hongning Wang
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Stacking Bagged and Boosted Forests for Effective Automated Classification.
Raphael R. Campos|Sérgio D. Canuto|Thiago Salles|Clebson C. A. de Sá|Marcos André Gonçalves
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A Probabilistic Reformulation of Memory-Based Collaborative Filtering: Implications on Popularity Biases.
Rocío Cañamares|Pablo Castells
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What Are You Known For?: Learning User Topical Profiles with Implicit and Explicit Footprints.
Cheng Cao|Hancheng Ge|Haokai Lu|Xia Hu|James Caverlee
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Embedding Factorization Models for Jointly Recommending Items and User Generated Lists.
Da Cao|Liqiang Nie|Xiangnan He|Xiaochi Wei|Shunzhi Zhu|Tat-Seng Chua
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But Is It Statistically Significant?: Statistical Significance in IR Research, 1995-2014.
Ben Carterette
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Statistical Significance Testing in Information Retrieval: Theory and Practice.
Ben Carterette
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Variational Deep Semantic Hashing for Text Documents.
Suthee Chaidaroon|Yi Fang
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Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2017).
Muthu Kumar Chandrasekaran|Kokil Jaidka|Philipp Mayr
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Personalized Query Suggestion Diversification.
Wanyu Chen|Fei Cai|Honghui Chen|Maarten de Rijke
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Optimizing Trade-offs Among Stakeholders in Real-Time Bidding by Incorporating Multimedia Metrics.
Xiang Chen|Bowei Chen|Mohan S. Kankanhalli
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Efficient Cost-Aware Cascade Ranking in Multi-Stage Retrieval.
Ruey-Cheng Chen|Luke Gallagher|Roi Blanco|J. Shane Culpepper
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Effective Music Feature NCP: Enhancing Cover Song Recognition with Music Transcription.
Yao Cheng|Xiaoou Chen|Deshun Yang|Xiaoshuo Xu
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A Hierarchical Multimodal Attention-based Neural Network for Image Captioning.
Yong Cheng|Fei Huang|Lian Zhou|Cheng Jin|Yuejie Zhang|Tao Zhang
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Exploring User-Specific Information in Music Retrieval.
Zhiyong Cheng|Jialie Shen|Liqiang Nie|Tat-Seng Chua|Mohan S. Kankanhalli
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Enhancing Recurrent Neural Networks with Positional Attention for Question Answering.
Qin Chen|Qinmin Hu|Jimmy Xiangji Huang|Liang He|Weijie An
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On the Benefit of Incorporating External Features in a Neural Architecture for Answer Sentence Selection.
Ruey-Cheng Chen|Evi Yulianti|Mark Sanderson|W. Bruce Croft
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Attentive Collaborative Filtering: Multimedia Recommendation with Item- and Component-Level Attention.
Jingyuan Chen|Hanwang Zhang|Xiangnan He|Liqiang Nie|Wei Liu|Tat-Seng Chua
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Personalized Key Frame Recommendation.
Xu Chen|Yongfeng Zhang|Qingyao Ai|Hongteng Xu|Junchi Yan|Zheng Qin
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Meta-evaluation of Online and Offline Web Search Evaluation Metrics.
Ye Chen|Ke Zhou|Yiqun Liu|Min Zhang|Shaoping Ma
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Top-N Recommendation with High-Dimensional Side Information via Locality Preserving Projection.
Yifan Chen|Xiang Zhao|Maarten de Rijke
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On the Power Laws of Language: Word Frequency Distributions.
Flavio Chierichetti|Ravi Kumar|Bo Pang
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TOTEM: Personal Tweets Summarization on Mobile Devices.
Jin Yao Chin|Sourav S. Bhowmick|Adam Jatowt
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SIGIR 2017 Workshop on Open Knowledge Base and Question Answering (OKBQA2017).
Key-Sun Choi|Teruko Mitamura|Piek Vossen|Jin-Dong Kim|Axel-Cyrille Ngonga Ngomo
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Making Ads More Relevant Innovations in Digital Advertising.
Sudong Chung
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Contextualizing Citations for Scientific Summarization using Word Embeddings and Domain Knowledge.
Arman Cohan|Nazli Goharian
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Navigating Imprecision in Relevance Assessments on the Road to Total Recall: Roger and Me.
Gordon V. Cormack|Maura R. Grossman
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SIGIR 2017 Workshop on Neural Information Retrieval (Neu-IR'17).
Nick Craswell|W. Bruce Croft|Maarten de Rijke|Jiafeng Guo|Bhaskar Mitra
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Distribution-oriented Aesthetics Assessment for Image Search.
Chaoran Cui|Huidi Fang|Xiang Deng|Xiushan Nie|Hongshuai Dai|Yilong Yin
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Learning To Rank Resources.
Zhuyun Dai|Yubin Kim|Jamie Callan
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Gauging the Quality of Relevance Assessments using Inter-Rater Agreement.
Tadele Tedla Damessie|Thao P. Nghiem|Falk Scholer|J. Shane Culpepper
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Layout and Semantics: Combining Representations for Mathematical Formula Search.
Kenny Davila|Richard Zanibbi
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SIGIR 2017 Workshop on eCommerce (ECOM17).
Jon Degenhardt|Surya Kallumadi|Maarten de Rijke|Luo Si|Andrew Trotman|Yinghui Xu
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Neural Ranking Models with Weak Supervision.
Mostafa Dehghani|Hamed Zamani|Aliaksei Severyn|Jaap Kamps|W. Bruce Croft
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A/B Testing at Scale: Accelerating Software Innovation.
Alex Deng|Pavel A. Dmitriev|Somit Gupta|Ron Kohavi|Paul Raff|Lukas Vermeer
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Spotify: Music Access At Scale.
Fernando Diaz
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The First Workshop on Knowledge Graphs and Semantics for Text Retrieval and Analysis (KG4IR).
Laura Dietz|Chenyan Xiong|Edgar Meij
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POI Popularity Prediction via Hierarchical Fusion of Multiple Social Clues.
Yaqian Duan|Xinze Wang|Yang Yang|Zi Huang|Ning Xie|Heng Tao Shen
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Neural Citation Network for Context-Aware Citation Recommendation.
Travis Ebesu|Yi Fang
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Deep Character-Level Click-Through Rate Prediction for Sponsored Search.
Bora Edizel|Amin Mantrach|Xiao Bai
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Engaged or Frustrated?: Disambiguating Emotional State in Search.
Ashlee Edwards|Diane Kelly
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Exploiting Food Choice Biases for Healthier Recipe Recommendation.
David Elsweiler|Christoph Trattner|Morgan Harvey
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A Metric for Sentence Ordering Assessment Based on Topic-Comment Structure.
Liana Ermakova|Josiane Mothe|Anton Firsov
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BioNex: A System For Biomedical News Event Exploration.
Patrick Ernst|Arunav Mishra|Avishek Anand|Vinay Setty
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LiveMaps: Converting Map Images into Interactive Maps.
Michael R. Evans|Dragomir Yankov|Pavel Berkhin|Pavel Yudin|Florin Teodorescu|Wei Wu
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Examining Information on Social Media: Topic Modelling, Trend Prediction and Community Classification.
Anjie Fang
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Cross-Domain Recommendation via Clustering on Multi-Layer Graphs.
Aleksandr Farseev|Ivan Samborskii|Andrey Filchenkov|Tat-Seng Chua
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Unsupervised Query-Focused Multi-Document Summarization using the Cross Entropy Method.
Guy Feigenblat|Haggai Roitman|Odellia Boni|David Konopnicki
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Computational Social Indicators: A Case Study of Chinese University Ranking.
Fuli Feng|Liqiang Nie|Xiang Wang|Richang Hong|Tat-Seng Chua
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On Including the User Dynamic in Learning to Rank.
Nicola Ferro|Claudio Lucchese|Maria Maistro|Raffaele Perego
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Sub-corpora Impact on System Effectiveness.
Nicola Ferro|Mark Sanderson
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Traditional IR Meets Ontology Engineering in Search for Data.
Anton Firsov
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Support for Interactive Identification of Mentioned Entities in Conversational Speech.
Ning Gao|Douglas W. Oard|Mark Dredze
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Counter Deanonymization Query: H-index Based k-Anonymization Privacy Protection for Social Networks.
Jianliang Gao|Bo Song|Zheng Chen|Weimao Ke|Wanying Ding|Xiaohua Hu
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Generating Query Suggestions to Support Task-Based Search.
Darío Garigliotti|Krisztian Balog
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Target Type Identification for Entity-Bearing Queries.
Darío Garigliotti|Faegheh Hasibi|Krisztian Balog
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Event Detection on Curated Tweet Streams.
Nimesh Ghelani|Salman Mohammed|Shine Wang|Jimmy Lin
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Health Misinformation in Search and Social Media.
Amira Ghenai
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A Collection for Detecting Triggers of Sentiment Spikes.
Anastasia Giachanou|Ida Mele|Fabio Crestani
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Intent-Aware Semantic Query Annotation.
Rafael Glater|Rodrygo L. T. Santos|Nivio Ziviani
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BitFunnel: Revisiting Signatures for Search.
Bob Goodwin|Michael Hopcroft|Dan Luu|Alex Clemmer|Mihaela Curmei|Sameh Elnikety|Yuxiong He
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Automatic and Semi-Automatic Document Selection for Technology-Assisted Review.
Maura R. Grossman|Gordon V. Cormack|Adam Roegiest
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The Utility and Privacy Effects of a Click.
Rachid Guerraoui|Anne-Marie Kermarrec|Mahsa Taziki
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Structuring the Unstructured: From Startup to Making Sense of eBay's Huge eCommerce Inventory.
Ido Guy|Kira Radinsky
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A Large-Scale Query Spelling Correction Corpus.
Matthias Hagen|Martin Potthast|Marcel Gohsen|Anja Rathgeber|Benno Stein
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Seasonal Web Search Query Selection for Influenza-Like Illness (ILI) Estimation.
Niels Dalum Hansen|Kåre Mølbak|Ingemar J. Cox|Christina Lioma
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Cookpad Image Dataset: An Image Collection as Infrastructure for Food Research.
Jun Harashima|Yuichiro Someya|Yohei Kikuta
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Searching on the Go: The Effects of Fragmented Attention on Mobile Web Search Tasks.
Morgan Harvey|Matthew Pointon
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Dynamic Factual Summaries for Entity Cards.
Faegheh Hasibi|Krisztian Balog|Svein Erik Bratsberg
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Nordlys: A Toolkit for Entity-Oriented and Semantic Search.
Faegheh Hasibi|Krisztian Balog|Darío Garigliotti|Shuo Zhang
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DBpedia-Entity v2: A Test Collection for Entity Search.
Faegheh Hasibi|Fedor Nikolaev|Chenyan Xiong|Krisztian Balog|Svein Erik Bratsberg|Alexander Kotov|Jamie Callan
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MAPping the probability of start-up success.
David Hawking
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Exploring the Query Halo Effect in Site Search: Leading People to Longer Queries.
Djoerd Hiemstra|Claudia Hauff|Leif Azzopardi
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An Accurate, Efficient, and Scalable Approach to Channel Matching in Smart TVs.
Jiwon Hong|Sang-Wook Kim|Mina Rho|YoonHee Choi|Yoonsik Tak
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Mailbox-Based vs. Log-Based Query Completion for Mail Search.
Michal Horovitz|Liane Lewin-Eytan|Alex Libov|Yoelle Maarek|Ariel Raviv
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Deep Multimodal Embedding Model for Fine-grained Sketch-based Image Retrieval.
Fei Huang|Yong Cheng|Cheng Jin|Yuejie Zhang|Tao Zhang
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A Poisson Regression Method for Top-N Recommendation.
Jiajin Huang|Jian Wang|Ning Zhong
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Predicting Which Topics You Will Join in the Future on Social Media.
Haoran Huang|Qi Zhang|Jindou Wu|Xuanjing Huang
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Unifying Multi-Source Social Media Data for Personalized Travel Route Planning.
Gang Hu|Jie Shao|Fumin Shen|Zi Huang|Heng Tao Shen
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Computing Web-scale Topic Models using an Asynchronous Parameter Server.
Rolf Jagerman|Carsten Eickhoff|Maarten de Rijke
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MEmbER: Max-Margin Based Embeddings for Entity Retrieval.
Shoaib Jameel|Zied Bouraoui|Steven Schockaert
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Timestamping Entities using Contextual Information.
Adam Jatowt|Daisuke Kawai|Katsumi Tanaka
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Open Source Repository Recommendation in Social Coding.
Jyun-Yu Jiang|Pu-Jen Cheng|Wei Wang
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Comparing In Situ and Multidimensional Relevance Judgments.
Jiepu Jiang|Daqing He|James Allan
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Learning to Diversify Search Results via Subtopic Attention.
Zhengbao Jiang|Ji-Rong Wen|Zhicheng Dou|Wayne Xin Zhao|Jian-Yun Nie|Ming Yue
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First International Workshop on Conversational Approaches to Information Retrieval (CAIR'17).
Hideo Joho|Lawrence Cavedon|Jaime Arguello|Milad Shokouhi|Filip Radlinski
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Open Relation Extraction for Support Passage Retrieval: Merit and Open Issues.
Amina Kadry|Laura Dietz
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Naver Search: Deep Learning Powered Search Portal for Intelligent Information Provision.
Inho Kang
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LSTM vs. BM25 for Open-domain QA: A Hands-on Comparison of Effectiveness and Efficiency.
Sosuke Kato|Riku Togashi|Hideyuki Maeda|Sumio Fujita|Tetsuya Sakai
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Neural Networks for Information Retrieval.
Tom Kenter|Alexey Borisov|Christophe Van Gysel|Mostafa Dehghani|Maarten de Rijke|Bhaskar Mitra
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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
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Personalized PageRank in Uncertain Graphs with Mutually Exclusive Edges.
Jung Hyun Kim|Mao-Lin Li|K. Selçuk Candan|Maria Luisa Sapino
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Generating Clinical Queries from Patient Narratives: A Comparison between Machines and Humans.
Bevan Koopman|Liam Cripwell|Guido Zuccon
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A Task-oriented Search Engine for Evidence-based Medicine.
Bevan Koopman|Guido Zuccon|Jack Russell
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Incomplete Follow-up Question Resolution using Retrieval based Sequence to Sequence Learning.
Vineet Kumar|Sachindra Joshi
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Query Expansion for Email Search.
Saar Kuzi|David Carmel|Alex Libov|Ariel Raviv
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An Extended Relevance Model for Session Search.
Nir Levine|Haggai Roitman|Doron Cohen
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Crowdsourced App Review Manipulation.
Shanshan Li|James Caverlee|Wei Niu|Parisa Kaghazgaran
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LoSHa: A General Framework for Scalable Locality Sensitive Hashing.
Jinfeng Li|James Cheng|Fan Yang|Yuzhen Huang|Yunjian Zhao|Xiao Yan|Ruihao Zhao
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Personalized Itinerary Recommendation with Queuing Time Awareness.
Kwan Hui Lim|Jeffrey Chan|Shanika Karunasekera|Christopher Leckie
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Visual Pool: A Tool to Visualize and Interact with the Pooling Method.
Aldo Lipani|Mihai Lupu|Allan Hanbury
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The Impact of Linkage Methods in Hierarchical Clustering for Active Learning to Rank.
Ziming Li|Maarten de Rijke
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Event Early Embedding: Predicting Event Volume Dynamics at Early Stage.
Zhiwei Liu|Yang Yang|Zi Huang|Fumin Shen|Dongxiang Zhang|Heng Tao Shen
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Deep Learning for Extreme Multi-label Text Classification.
Jingzhou Liu|Wei-Cheng Chang|Yuexin Wu|Yiming Yang
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DeepStyle: Learning User Preferences for Visual Recommendation.
Qiang Liu|Shu Wu|Liang Wang
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Event Recommendation based on Graph Random Walking and History Preference Reranking.
Shenghao Liu|Bang Wang|Minghua Xu
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Neural Rating Regression with Abstractive Tips Generation for Recommendation.
Piji Li|Zihao Wang|Zhaochun Ren|Lidong Bing|Wai Lam
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SPOT: Selecting occuPations frOm Trajectories.
Peipei Li|Junjie Yao|Liping Wang|Xuemin Lin
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RankEval: An Evaluation and Analysis Framework for Learning-to-Rank Solutions.
Claudio Lucchese|Cristina Ioana Muntean|Franco Maria Nardini|Raffaele Perego|Salvatore Trani
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X-DART: Blending Dropout and Pruning for Efficient Learning to Rank.
Sergej Zerr|Salvatore Orlando|Claudio Lucchese|Odysseas Papapetrou|Raffaele Perego|Franco Maria Nardini|Salvatore Orlando|Sergej Zerr|Elena Demidova|Salvatore Trani|Raffaele Perego|Odysseas Papapetrou|Elena Demidova|Salvatore Trani
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Evaluating Mobile Search with Height-Biased Gain.
Cheng Luo|Yiqun Liu|Tetsuya Sakai|Fan Zhang|Min Zhang|Shaoping Ma
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SogouT-16: A New Web Corpus to Embrace IR Research.
Cheng Luo|Yukun Zheng|Yiqun Liu|Xiaochuan Wang|Jingfang Xu|Min Zhang|Shaoping Ma
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Mail Search: It's Getting Personal!
Yoelle Maarek
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Efficient & Effective Selective Query Rewriting with Efficiency Predictions.
Craig MacDonald|Nicola Tonellotto|Iadh Ounis
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Managing Tail Latencies in Large Scale IR Systems.
Joel M. Mackenzie
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Find Shoes Like These.
Hideyuki Maeda
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CitySearcher: A City Search Engine For Interests.
Mohamed Abdel Maksoud|Gaurav Pandey|Shuaiqiang Wang
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Faster BlockMax WAND with Variable-sized Blocks.
Antonio Mallia|Giuseppe Ottaviano|Elia Porciani|Nicola Tonellotto|Rossano Venturini
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A Comparative Live Evaluation of Multileaving Methods on a Commercial cQA Search.
Tomohiro Manabe|Akiomi Nishida|Makoto P. Kato|Takehiro Yamamoto|Sumio Fujita
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Deep Collaborative Filtering Approaches for Context-Aware Venue Recommendation.
Jarana Manotumruksa
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Understanding and Predicting Usefulness Judgment in Web Search.
Jiaxin Mao|Yiqun Liu|Huan-Bo Luan|Min Zhang|Shaoping Ma|Hengliang Luo|Yuntao Zhang
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Cross-Language Question Re-Ranking.
Giovanni Da San Martino|Salvatore Romeo|Alberto Barrón-Cedeño|Shafiq R. Joty|Lluís Màrquez|Alessandro Moschitti|Preslav Nakov
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A Study of Snippet Length and Informativeness: Behaviour, Performance and User Experience.
David Maxwell|Leif Azzopardi|Yashar Moshfeghi
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A Study of SVM Kernel Functions for Sensitivity Classification Ensembles with POS Sequences.
Graham McDonald|Nicolás García-Pedrajas|Craig Macdonald|Iadh Ounis
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Extracting Hierarchies of Search Tasks & Subtasks via a Bayesian Nonparametric Approach.
Rishabh Mehrotra|Emine Yilmaz
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User Interaction Sequences for Search Satisfaction Prediction.
Rishabh Mehrotra|Imed Zitouni|Ahmed Hassan Awadallah|Ahmed El Kholy|Madian Khabsa
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Graph Summarization for Entity Relatedness Visualization.
Yukai Miao|Faegheh Hasibi|Wei Wang|Jianbin Qin|Faegheh Hasibi|Wei Wang
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Large-Scale Goodness Polarity Lexicons for Community Question Answering.
Todor Mihaylov|Daniel Balchev|Yasen Kiprov|Ivan Koychev|Preslav Nakov
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Luandri: A Clean Lua Interface to the Indri Search Engine.
Bhaskar Mitra|Fernando Diaz|Nick Craswell
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Predicting Information Seeking Intentions from Search Behaviors.
Matthew Mitsui|Jiqun Liu|Nicholas J. Belkin|Chirag Shah
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Term Proximity Constraints for Pseudo-Relevance Feedback.
Ali Montazeralghaem|Hamed Zamani|Azadeh Shakery
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Information Retrieval Model using Generalized Pareto Distribution and Its Application to Instance Search.
Masaya Murata|Kaoru Hiramatsu|Shin'ichi Satoh
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Skill Translation Models in Expert Finding.
Arash Dargahi Nobari|Sajad Sotudeh Gharebagh|Mahmood Neshati
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Applying Information Extraction for Patent Structure Analysis.
Masayuki Okamoto|Zifei Shan|Ryohei Orihara
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Using Information Scent to Understand Mobile and Desktop Web Search Behavior.
Kevin Ong|Kalervo Järvelin|Mark Sanderson|Falk Scholer
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Seeing Bot.
Yingwei Pan|Zhaofan Qiu|Ting Yao|Houqiang Li|Tao Mei
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A Neural Language Model for Query Auto-Completion.
Dae Hoon Park|Rikio Chiba
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Generating and Personalizing Bundle Recommendations on Steam.
Apurva Pathak|Kshitiz Gupta|Julian J. McAuley
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Cross-Device User Linking: URL, Session, Visiting Time, and Device-log Embedding.
Minh C. Phan|Aixin Sun|Yi Tay
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Efficient Data Structures for Massive N-Gram Datasets.
Giulio Ermanno Pibiri|Rossano Venturini
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Twicalli: An Earthquake Detection System Based on Citizen Sensors Used for Emergency Response in Chile.
Barbara Poblete
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Deep Semantic Hashing with Generative Adversarial Networks.
Zhaofan Qiu|Yingwei Pan|Ting Yao|Tao Mei
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Online Learning to Rank for Cross-Language Information Retrieval.
Razieh Rahimi|Azadeh Shakery
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Information Retrieval Meets Game Theory: The Ranking Competition Between Documents? Authors.
Nimrod Raifer|Fiana Raiber|Moshe Tennenholtz|Oren Kurland
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Experiments with Convolutional Neural Network Models for Answer Selection.
Jinfeng Rao|Hua He|Jimmy Lin
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Word Embedding Causes Topic Shifting; Exploit Global Context!
Navid Rekabsaz|Mihai Lupu|Allan Hanbury|Hamed Zamani
doi dblp
Leveraging Contextual Sentence Relations for Extractive Summarization Using a Neural Attention Model.
Pengjie Ren|Zhumin Chen|Zhaochun Ren|Furu Wei|Jun Ma|Maarten de Rijke
doi dblp
Forward to the Past: Notes towards a Pre-history of Web Search.
Stephen Robertson
doi dblp
Online In-Situ Interleaved Evaluation of Real-Time Push Notification Systems.
Adam Roegiest|Luchen Tan|Jimmy Lin
doi dblp
An Enhanced Approach to Query Performance Prediction Using Reference Lists.
Haggai Roitman
doi dblp
Generalized Mixed Effect Models for Personalizing Job Search.
Ankan Saha|Dhruv Arya
doi dblp
The Probability that Your Hypothesis Is Correct, Credible Intervals, and Effect Sizes for IR Evaluation.
Tetsuya Sakai
doi dblp
RELink: A Research Framework and Test Collection for Entity-Relationship Retrieval.
Pedro Saleiro|Natasa Milic-Frayling|Eduarda Mendes Rodrigues|Carlos Soares
doi dblp
Gaussian Embeddings for Collaborative Filtering.
Ludovic Dos Santos|Benjamin Piwowarski|Patrick Gallinari
doi dblp
On Application of Learning to Rank for E-Commerce Search.
Shubhra Kanti Karmaker Santu|Parikshit Sondhi|ChengXiang Zhai
doi dblp
Improving Exploratory Search Experience through Hierarchical Knowledge Graphs.
Bahareh Sarrafzadeh|Edward Lank
doi dblp
A Test Collection for Evaluating Retrieval of Studies for Inclusion in Systematic Reviews.
Harrisen Scells|Guido Zuccon|Bevan Koopman|Anthony Deacon|Leif Azzopardi|Shlomo Geva
doi dblp
One Million Posts: A Data Set of German Online Discussions.
Dietmar Schabus|Marcin Skowron|Martin Trapp
doi dblp
Finally, a Downloadable Test Collection of Tweets.
Royal Sequiera|Jimmy Lin
doi dblp
Machine Learning Powered A/B Testing.
Pavel Serdyukov
doi dblp
Leveraging Cross-Network Information for Graph Sparsification in Influence Maximization.
Xiao Shen|Fu-Lai Chung|Sitong Mao
doi dblp
Classification by Retrieval: Binarizing Data and Classifiers.
Fumin Shen|Yadong Mu|Yang Yang|Wei Liu|Li Liu|Jingkuan Song|Heng Tao Shen
doi dblp
Document Expansion Using External Collections.
Garrick Sherman|Miles Efron
doi dblp
Modelling Information Needs in Collaborative Search Conversations.
Sosuke Shiga|Hideo Joho|Roi Blanco|Johanne R. Trippas|Mark Sanderson
doi dblp
Jointly Learning Word Embeddings and Latent Topics.
Bei Shi|Wai Lam|Shoaib Jameel|Steven Schockaert|Kwun Ping Lai
doi dblp
KASANDR: A Large-Scale Dataset with Implicit Feedback for Recommendation.
Sumit Sidana|Charlotte Laclau|Massih-Reza Amini|Gilles Vandelle|André Bois-Crettez
doi dblp
Building Test Collections: An Interactive Guide for Students and Others Without Their Own Evaluation Conference Series.
Ian Soboroff
doi dblp
Translation of Natural Language Query Into Keyword Query Using a RNN Encoder-Decoder.
Hyun-Je Song|A.-Yeong Kim|Seong-Bae Park
doi dblp
Smart Media Generation System for Broadcasting Contents.
Jeong Woo Son|Wonjoo Park|Sang-Yun Lee|Jinwoo Kim|Sun-Joong Kim
doi dblp
Social Media Advertisement Outreach: Learning the Role of Aesthetics.
Avikalp Srivastava|Madhav Datt|Jaikrishna Chaparala|Shubham Mangla|Priyadarshi Patnaik
doi dblp
Learning to Rank Using Localized Geometric Mean Metrics.
Yuxin Su|Irwin King|Michael R. Lyu
doi dblp
Centered kNN Graph for Semi-Supervised Learning.
Ikumi Suzuki|Kazuo Hara
doi dblp
Retrieval Algorithms Optimized for Human Learning.
Rohail Syed|Kevyn Collins-Thompson
doi dblp
Evolution of Information Needs based on Life Event Experiences with Topic Transition.
Naoto Takeda|Yohei Seki|Mimpei Morishita|Yoichi Inagaki
doi dblp
On the Reusability of "Living Labs" Test Collections: : A Case Study of Real-Time Summarization.
Luchen Tan|Gaurav Baruah|Jimmy Lin
doi dblp
ENCORE: External Neural Constraints Regularized Distant Supervision for Relation Extraction.
Siliang Tang|Jinjian Zhang|Ning Zhang|Fei Wu|Jun Xiao|Yueting Zhuang
doi dblp
Neural Network based Reinforcement Learning for Real-time Pushing on Text Stream.
Haihui Tan|Ziyu Lu|Wenjie Li
doi dblp
Learning to Rank Question Answer Pairs with Holographic Dual LSTM Architecture.
Yi Tay|Minh C. Phan|Anh Tuan Luu|Siu Cheung Hui
doi dblp
ASTERIX: Ambiguity and Missing Element-Aware XML Keyword Search Engine.
Ba Quan Truong|Sourav S. Bhowmick|Curtis E. Dyreson|Hong Jing Khok
doi dblp
Proactive Information Retrieval via Screen Surveillance.
Vuong Thanh Tung|Giulio Jacucci|Tuukka Ruotsalo
doi dblp
Game State Retrieval with Keyword Queries.
Atsushi Ushiku|Shinsuke Mori|Hirotaka Kameko|Yoshimasa Tsuruoka
doi dblp
Combining Top-N Recommenders with Metasearch Algorithms.
Daniel Valcarce|Javier Parapar|Álvaro Barreiro
doi dblp
Predicting Session Length in Media Streaming.
Theodore Vasiloudis|Hossein Vahabi|Ross Kravitz|Valery Rashkov
doi dblp
Item Silk Road: Recommending Items from Information Domains to Social Users.
Xiang Wang|Xiangnan He|Liqiang Nie|Tat-Seng Chua
doi dblp
Predictive Network Representation Learning for Link Prediction.
Zhitao Wang|Chengyao Chen|Wenjie Li
doi dblp
ICE: Item Concept Embedding via Textual Information.
Chuan-Ju Wang|Ting-Hsiang Wang|Hsiu-Wei Yang|Bo-Sin Chang|Ming-Feng Tsai
doi dblp
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models.
Jun Wang|Lantao Yu|Weinan Zhang|Yu Gong|Yinghui Xu|Benyou Wang|Peng Zhang|Dell Zhang
doi dblp
From Footprint to Friendship: Modeling User Followership in Mobile Social Networks from Check-in Data.
Cheng Wang|Jieren Zhou|Bo Yang
doi dblp
Reinforcement Learning to Rank with Markov Decision Process.
Zheng Wei|Jun Xu|Yanyan Lan|Jiafeng Guo|Xueqi Cheng
doi dblp
Improving Search Engines via Large-Scale Physiological Sensing.
Ryen W. White|Ryan Ma
doi dblp
Teaching the Information Retrieval Process Using a Web-Based Environment and Game Mechanics.
Thomas Wilhelm-Stein|Stefan Kahl|Maximilian Eibl
doi dblp
Joint Latent Subspace Learning and Regression for Cross-Modal Retrieval.
Jianlong Wu|Zhouchen Lin|Hongbin Zha
doi dblp
ReviewMiner: An Aspect-based Review Analytics System.
Derek Wu|Hongning Wang
doi dblp
Sentence-level Sentiment Classification with Weak Supervision.
Fangzhao Wu|Jia Zhang|Zhigang Yuan|Sixing Wu|Yongfeng Huang|Jun Yan
doi dblp
Adapting Markov Decision Process for Search Result Diversification.
Long Xia|Jun Xu|Yanyan Lan|Jiafeng Guo|Wei Zeng|Xueqi Cheng
doi dblp
Investigating Examination Behavior of Image Search Users.
Xiaohui Xie|Yiqun Liu|Xiaochuan Wang|Meng Wang|Zhijing Wu|Yingying Wu|Min Zhang|Shaoping Ma
doi dblp
Word-Entity Duet Representations for Document Ranking.
Chenyan Xiong|Jamie Callan|Tie-Yan Liu
doi dblp
End-to-End Neural Ad-hoc Ranking with Kernel Pooling.
Chenyan Xiong|Zhuyun Dai|Jamie Callan|Zhiyuan Liu|Russell Power
doi dblp
De-duping URLs with Sequence-to-Sequence Neural Networks.
Keyang Xu|Zhengzhong Liu|Jamie Callan
doi dblp
Cross-Lingual Information Retrieve in Sogou Search.
Jingfang Xu|Feifei Zhai|Zhengshan Xue
doi dblp
Anserini: Enabling the Use of Lucene for Information Retrieval Research.
Peilin Yang|Hui Fang|Jimmy Lin
doi dblp
Relevance Judgments: Preferences, Scores and Ties.
Ziying Yang
doi dblp
Multi-site User Behavior Modeling and Its Application in Video Recommendation.
Chunfeng Yang|Huan Yan|Donghan Yu|Yong Li|Dah Ming Chiu
doi dblp
Personalized Response Generation via Domain adaptation.
Min Yang|Zhou Zhao|Wei Zhao|Xiaojun Chen|Jia Zhu|Lianqiang Zhou|Zigang Cao
doi dblp
Joint Learning of Response Ranking and Next Utterance Suggestion in Human-Computer Conversation System.
Rui Yan|Dongyan Zhao|Weinan E
doi dblp
Video Question Answering via Attribute-Augmented Attention Network Learning.
Yunan Ye|Zhou Zhao|Yimeng Li|Long Chen|Jun Xiao|Yueting Zhuang
doi dblp
Multi-dimensional Formula Feature Modeling for Mathematical Information Retrieval.
Ke Yuan
doi dblp
Relevance-based Word Embedding.
Hamed Zamani|W. Bruce Croft
doi dblp
Probabilistic Topic Models for Text Data Retrieval and Analysis.
ChengXiang Zhai
doi dblp
EntiTables: Smart Assistance for Entity-Focused Tables.
Shuo Zhang|Krisztian Balog
doi dblp
Entity Set Expansion via Knowledge Graphs.
Xiangling Zhang|Yueguo Chen|Jun Chen|Xiaoyong Du|Ke Wang|Ji-Rong Wen
doi dblp
Evaluating Web Search with a Bejeweled Player Model.
Fan Zhang|Yiqun Liu|Xin Li|Min Zhang|Yinghui Xu|Shaoping Ma
doi dblp
Hierarchical Community-Level Information Diffusion Modeling in Social Networks.
Yuan Zhang|Tianshu Lyu|Yan Zhang
doi dblp
Automatically Extracting High-Quality Negative Examples for Answer Selection in Question Answering.
Haotian Zhang|Jinfeng Rao|Jimmy Lin|Mark D. Smucker
doi dblp
Label Aggregation for Crowdsourcing with Bi-Layer Clustering.
Jing Zhang|Victor S. Sheng|Tao Li
doi dblp
AutoSVD++: An Efficient Hybrid Collaborative Filtering Model via Contractive Auto-encoders.
Shuai Zhang|Lina Yao|Xiwei Xu
doi dblp
Building Your Own Reading List Anytime via Embedding Relevance, Quality, Timeliness and Diversity.
Bo-Wen Zhang|Xu-Cheng Yin|Fang Zhou|Jian-Lin Jin
doi dblp
Weighted Domain Translation for Online News Comments Emotion Tagging.
Ying Zhang|Li Yu|Xue Zhao|Xiaojie Yuan|Lei Xu
doi dblp
Top-K Influential Nodes in Social Networks: A Game Perspective.
Yu Zhang|Yan Zhang
doi dblp
ReAct: Online Multimodal Embedding for Recency-Aware Spatiotemporal Activity Modeling.
Chao Zhang|Keyang Zhang|Quan Yuan|Fangbo Tao|Luming Zhang|Tim Hanratty|Jiawei Han
doi dblp
Mining Business Opportunities from Location-based Social Networks.
Shenglin Zhao|Irwin King|Michael R. Lyu|Jia Zeng|Mingxuan Yuan
doi dblp
Recommending Complementary Products in E-Commerce Push Notifications with a Mixture Model Approach.
Huasha Zhao|Luo Si|Xiaogang Li|Qiong Zhang
doi dblp
Learning Max-Margin GeoSocial Multimedia Network Representations for Point-of-Interest Suggestion.
Zhou Zhao|Qifan Yang|Hanqing Lu|Min Yang|Jun Xiao|Fei Wu|Yueting Zhuang
doi dblp
SIGIR 2017 Tutorial on Health Search (HS2017): A Full-day from Consumers to Clinicians.
Guido Zuccon|Bevan Koopman