ACM Transactions on Information Systems (TOIS) (2019)

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2019 Volume 37 Issue 1

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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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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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Learning to Adaptively Rank Document Retrieval System Configurations.
Romain Deveaud|Josiane Mothe|Md. Zia Ullah|Jian-Yun Nie
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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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Seed-Guided Topic Model for Document Filtering and Classification.
Chenliang Li|Shiqian Chen|Jian Xing|Aixin Sun|Zongyang Ma
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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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Binary Sketches for Secondary Filtering.
Vladimir Mic|David Novak|Pavel Zezula
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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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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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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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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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Shallow and Deep Syntactic/Semantic Structures for Passage Reranking in Question-Answering Systems.
Kateryna Tymoshenko|Alessandro Moschitti

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2019 Volume 37 Issue 2

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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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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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Temporal Relational Ranking for Stock Prediction.
Fuli Feng|Xiangnan He|Xiang Wang|Cheng Luo|Yiqun Liu|Tat-Seng Chua
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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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A Multi-View-Based Collective Entity Linking Method.
Ming Liu|Gu Gong|Bing Qin|Ting Liu
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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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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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Understanding Faceted Search from Data Science and Human Factor Perspectives.
Xi Niu|Xiangyu Fan|Tao Zhang
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Handling Massive N-Gram Datasets Efficiently.
Giulio Ermanno Pibiri|Rossano Venturini
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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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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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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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Learning from Multi-annotator Data: A Noise-aware Classification Framework.
Xueying Zhan|Yaowei Wang|Yanghui Rao|Qing Li

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2019 Volume 37 Issue 3

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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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Using Collection Shards to Study Retrieval Performance Effect Sizes.
Nicola Ferro|Yubin Kim|Mark Sanderson
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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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Personalised Reranking of Paper Recommendations Using Paper Content and User Behavior.
Xinyi Li|Yifan Chen|Benjamin Pettit|Maarten de Rijke
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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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On Annotation Methodologies for Image Search Evaluation.
Yunqiu Shao|Yiqun Liu|Fan Zhang|Min Zhang|Shaoping Ma
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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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Does Diversity Affect User Satisfaction in Image Search.
Zhijing Wu|Ke Zhou|Yiqun Liu|Min Zhang|Shaoping Ma
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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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2019 Volume 37 Issue 4

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Boosting Search Performance Using Query Variations.
Rodger Benham|Joel M. Mackenzie|Alistair Moffat|J. Shane Culpepper
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Joint Neural Collaborative Filtering for Recommender Systems.
Wanyu Chen|Fei Cai|Honghui Chen|Maarten de Rijke
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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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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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Enhancing Personalized Recommendation by Implicit Preference Communities Modeling.
Xiao Lin|Min Zhang|Yiqun Liu|Shaoping Ma
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Adaptive Local Low-rank Matrix Approximation for Recommendation.
Huafeng Liu|Liping Jing|Yuhua Qian|Jian Yu
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Relevance Feedback: The Whole Is Inferior to the Sum of Its Parts.
Fiana Raiber|Oren Kurland
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Reviewers for ACM Transactions on Information Systems Volume 37.
Maarten de Rijke
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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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Question Answering in Knowledge Bases: A Verification Assisted Model with Iterative Training.
Richong Zhang|Yue Wang|Yongyi Mao|Jinpeng Huai
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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