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ACM Transactions on Information Systems (2019)


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2019 Volume 37 Issue 1

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Binary Sketches for Secondary Filtering
Vladimir Mic | David Novak | Pavel Zezula

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Efficient Learning-Based Recommendation Algorithms for Top-N Tasks and Top-N Workers in Large-Scale Crowdsourcing Systems
Mejdl S. Safran | Dunren Che

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Learning to Adaptively Rank Document Retrieval System Configurations
Romain Deveaud | Josiane Mothe | Md Zia Ullah | Jian-Yun Nie

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Brotli: A General-Purpose Data Compressor
Jyrki Alakuijala | Andrea Farruggia | Paolo Ferragina | Eugene Kliuchnikov | Robert Obryk | Zoltan Szabadka | Lode Vandevenne

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Product-Based Neural Networks for User Response Prediction over Multi-Field Categorical Data
Yanru Qu | Bohui Fang | Weinan Zhang | Ruiming Tang | Minzhe Niu | Huifeng Guo | Yong Yu | Xiuqiang He

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From Question to Text: Question-Oriented Feature Attention for Answer Selection
Heyan Huang | Xiaochi Wei | Liqiang Nie | Xianling Mao | Xin-Shun Xu

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A Deep Bayesian Tensor-Based System for Video Recommendation
Wei Lu | Fu-Lai Chung | Wenhao Jiang | Martin Ester | Wei Liu

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Shallow and Deep Syntactic/Semantic Structures for Passage Reranking in Question-Answering Systems
Kateryna Tymoshenko | Alessandro Moschitti

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Seed-Guided Topic Model for Document Filtering and Classification
Chenliang Li | Shiqian Chen | Jian Xing | Aixin Sun | Zongyang Ma

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Transfer to Rank for Heterogeneous One-Class Collaborative Filtering
Weike Pan | Qiang Yang | Wanling Cai | Yaofeng Chen | Qing Zhang | Xiaogang Peng | Zhong Ming

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Jointly Minimizing the Expected Costs of Review for Responsiveness and Privilege in E-Discovery
Douglas W. Oard | Fabrizio Sebastiani | Jyothi Keshavan Vinjumur

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Adversarial Distillation for Efficient Recommendation with External Knowledge
Xu Chen | Yongfeng Zhang | Hongteng Xu | Zheng Qin | Hongyuan Zha

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SMAPH: A Piggyback Approach for Entity-Linking in Web Queries
Marco Cornolti | Paolo Ferragina | Massimiliano Ciaramita | Stefan Rüd | Hinrich Schütze


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2019 Volume 37 Issue 2

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Understanding Faceted Search from Data Science and Human Factor Perspectives
Xi Niu | Xiangyu Fan | Tao Zhang

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

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MMALFM: Explainable Recommendation by Leveraging Reviews and Images
Zhiyong Cheng | Xiaojun Chang | Lei Zhu | Rose Catherine Kanjirathinkal | Mohan S. Kankanhalli

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Fine-grained Geolocation of Tweets in Temporal Proximity
Wen-Haw Chong | Ee-Peng Lim

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Spatiotemporal Representation Learning for Translation-Based POI Recommendation
Tieyun Qian | Bei Liu | Quoc Viet Hung Nguyen | Hongzhi Yin

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Attentive Long Short-Term Preference Modeling for Personalized Product Search
Yangyang Guo | Zhiyong Cheng | Liqiang Nie | Yinglong Wang | Jun Ma | Mohan S. Kankanhalli

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Gaussian Processes for Rumour Stance Classification in Social Media
Michal Lukasik | Kalina Bontcheva | Trevor Cohn | Arkaitz Zubiaga | Maria Liakata | Rob Procter

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ELSA: A Multilingual Document Summarization Algorithm Based on Frequent Itemsets and Latent Semantic Analysis
Luca Cagliero | Paolo Garza | Elena Baralis

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A Context-Aware User-Item Representation Learning for Item Recommendation
Libing Wu | Cong Quan | Chenliang Li | Qian Wang | Bolong Zheng | Xiangyang Luo

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A Multi-View-Based Collective Entity Linking Method
Ming Liu | Gu Gong | Bing Qin | Ting Liu

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Risk-Sensitive Learning to Rank with Evolutionary Multi-Objective Feature Selection
Daniel Xavier de Sousa | Sérgio D. Canuto | Marcos André Gonçalves | Thierson Couto Rosa | Wellington Santos Martins

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Handling Massive N-Gram Datasets Efficiently
Giulio Ermanno Pibiri | Rossano Venturini

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Learning from Multi-annotator Data: A Noise-aware Classification Framework
Xueying Zhan | Yaowei Wang | Yanghui Rao | Qing Li

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Temporal Relational Ranking for Stock Prediction
Fuli Feng | Xiangnan He | Xiang Wang | Cheng Luo | Yiqun Liu | Tat-Seng Chua


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2019 Volume 37 Issue 3

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Attentive Aspect Modeling for Review-Aware Recommendation
Xinyu Guan | Zhiyong Cheng | Xiangnan He | Yongfeng Zhang | Zhibo Zhu | Qinke Peng | Tat-Seng Chua

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On Annotation Methodologies for Image Search Evaluation
Yunqiu Shao | Yiqun Liu | Fan Zhang | Min Zhang | Shaoping Ma

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Using Collection Shards to Study Retrieval Performance Effect Sizes
Nicola Ferro | Yubin Kim | Mark Sanderson

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Personalised Reranking of Paper Recommendations Using Paper Content and User Behavior
Xinyi Li | Yifan Chen | Benjamin Pettit | Maarten de Rijke

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Exploring High-Order User Preference on the Knowledge Graph for Recommender Systems
Hongwei Wang | Fuzheng Zhang | Jialin Wang | Miao Zhao | Wenjie Li | Xing Xie | Minyi Guo

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Deep Item-based Collaborative Filtering for Top-N Recommendation
Feng Xue | Xiangnan He | Xiang Wang | Jiandong Xu | Kai Liu | Richang Hong

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Memory-Augmented Dialogue Management for Task-Oriented Dialogue Systems
Zheng Zhang | Minlie Huang | Zhongzhou Zhao | Feng Ji | Haiqing Chen | Xiaoyan Zhu

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Does Diversity Affect User Satisfaction in Image Search
Zhijing Wu | Ke Zhou | Yiqun Liu | Min Zhang | Shaoping Ma

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The Effects of Working Memory, Perceptual Speed, and Inhibition in Aggregated Search
Jaime Arguello | Bogeum Choi

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Funnelling: A New Ensemble Method for Heterogeneous Transfer Learning and Its Application to Cross-Lingual Text Classification
Andrea Esuli | Alejandro Moreo | Fabrizio Sebastiani

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Search Result Reranking with Visual and Structure Information Sources
Yiqun Liu | Junqi Zhang | Jiaxin Mao | Min Zhang | Shaoping Ma | Qi Tian | Yanxiong Lu | Leyu Lin


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2019 Volume 37 Issue 4

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Joint Neural Collaborative Filtering for Recommender Systems
Wanyu Chen | Fei Cai | Honghui Chen | Maarten de Rijke

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Question Answering in Knowledge Bases: A Verification Assisted Model with Iterative Training
Richong Zhang | Yue Wang | Yongyi Mao | Jinpeng Huai

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Boosting Search Performance Using Query Variations
Rodger Benham | Joel M. Mackenzie | Alistair Moffat | J. Shane Culpepper

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Offline versus Online Representation Learning of Documents Using External Knowledge
Lynda Tamine | Laure Soulier | Gia-Hung Nguyen | Nathalie Souf

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Constructing Click Model for Mobile Search with Viewport Time
Yukun Zheng | Jiaxin Mao | Yiqun Liu | Cheng Luo | Min Zhang | Shaoping Ma

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Relevance Feedback: The Whole Is Inferior to the Sum of Its Parts
Fiana Raiber | Oren Kurland

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Adaptive Local Low-rank Matrix Approximation for Recommendation
Huafeng Liu | Liping Jing | Yuhua Qian | Jian Yu

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Next and Next New POI Recommendation via Latent Behavior Pattern Inference
Xin Li | Dongcheng Han | Jing He | Lejian Liao | Mingzhong Wang

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Modeling Embedding Dimension Correlations via Convolutional Neural Collaborative Filtering
Xiaoyu Du | Xiangnan He | Fajie Yuan | Jinhui Tang | Zhiguang Qin | Tat-Seng Chua

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Enhancing Personalized Recommendation by Implicit Preference Communities Modeling
Xiao Lin | Min Zhang | Yiqun Liu | Shaoping Ma

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Reviewers for ACM Transactions on Information Systems Volume 37
Maarten de Rijke