ACM Transactions on Information Systems (TOIS) (2020)

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2020 Volume 38 Issue 1

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A Deep Learning Architecture for Psychometric Natural Language Processing.
Faizan Ahmad|Ahmed Abbasi|Jingjing Li|David G. Dobolyi|Richard G. Netemeyer|Gari D. Clifford|Hsinchun Chen
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Explainable Product Search with a Dynamic Relation Embedding Model.
Qingyao Ai|Yongfeng Zhang|Keping Bi|W. Bruce Croft
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The Effects of Task Complexity on the Use of Different Types of Information in a Search Assistance Tool.
Bogeum Choi|Austin R. Ward|Yuan Li|Jaime Arguello|Robert Capra
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Improving Implicit Recommender Systems with Auxiliary Data.
Jingtao Ding|Guanghui Yu|Yong Li|Xiangnan He|Depeng Jin
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Geographic Diversification of Recommended POIs in Frequently Visited Areas.
Jungkyu Han|Hayato Yamana
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BoRe: Adapting to Reader Consumption Behavior Instability for News Recommendation.
Pengtao Lv|Xiangwu Meng|Yujie Zhang
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Emotional Conversation Generation Based on a Bayesian Deep Neural Network.
Xiao Sun|Jia Li|Xing Wei|Changliang Li|Jianhua Tao
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Investigating Searchers' Mental Models to Inform Search Explanations.
Paul Thomas|Bodo Billerbeck|Nick Craswell|Ryen W. White
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Next-Item Recommendation via Collaborative Filtering with Bidirectional Item Similarity.
Zijie Zeng|Jing Lin|Lin Li|Weike Pan|Zhong Ming
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Understanding Assimilation-contrast Effects in Online Rating Systems: Modelling, Debiasing, and Applications.
Xiaoying Zhang|Hong Xie|Junzhou Zhao|John C. S. Lui
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A Multi-Label Classification Method Using a Hierarchical and Transparent Representation for Paper-Reviewer Recommendation.
Dong Zhang|Shu Zhao|Zhen Duan|Jie Chen|Yanping Zhang|Jie Tang

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2020 Volume 38 Issue 2

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A Price-per-attention Auction Scheme Using Mouse Cursor Information.
Ioannis Arapakis|Antonio Penta|Hideo Joho|Luis A. Leiva
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Local Variational Feature-Based Similarity Models for Recommending Top-N New Items.
Yi-Fan Chen|Yang Wang|Xiang Zhao|Hongzhi Yin|Ilya Markov|Maarten de Rijke
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Efficient Neural Matrix Factorization without Sampling for Recommendation.
Chong Chen|Min Zhang|Yongfeng Zhang|Yiqun Liu|Shaoping Ma
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Learning or Forgetting? A Dynamic Approach for Tracking the Knowledge Proficiency of Students.
Zhenya Huang|Qi Liu|Yuying Chen|Le Wu|Keli Xiao|Enhong Chen|Haiping Ma|Guoping Hu
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Jointly Learning Representations of Nodes and Attributes for Attributed Networks.
Zaiqiao Meng|Shangsong Liang|Xiangliang Zhang|Richard McCreadie|Iadh Ounis
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Emotion Dynamics of Public Opinions on Twitter.
Debashis Naskar|Sanasam Ranbir Singh|Durgesh Kumar|Sukumar Nandi|Eva Onaindia de la Rivaherrera
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Large-Scale Question Tagging via Joint Question-Topic Embedding Learning.
Liqiang Nie|Yongqi Li|Fuli Feng|Xuemeng Song|Meng Wang|Yinglong Wang
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An Enhanced Neural Network Approach to Person-Job Fit in Talent Recruitment.
Chuan Qin|Hengshu Zhu|Tong Xu|Chen Zhu|Chao Ma|Enhong Chen|Hui Xiong
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Learning Semantic Representations from Directed Social Links to Tag Microblog Users at Scale.
Wayne Xin Zhao|Yupeng Hou|Junhua Chen|Jonathan J. H. Zhu|Eddy Jing Yin|Hanting Su|Ji-Rong Wen

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2020 Volume 38 Issue 3

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Keeping the Data Lake in Form: Proximity Mining for Pre-Filtering Schema Matching.
Ayman Alserafi|Alberto Abelló|Oscar Romero|Toon Calders
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Robust Unsupervised Cross-modal Hashing for Multimedia Retrieval.
Miaomiao Cheng|Liping Jing|Michael K. Ng
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Nonuniform Hyper-Network Embedding with Dual Mechanism.
Jie Huang|Chuan Chen|Fanghua Ye|Weibo Hu|Zibin Zheng
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Challenges in Building Intelligent Open-domain Dialog Systems.
Minlie Huang|Xiaoyan Zhu|Jianfeng Gao
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Safe Exploration for Optimizing Contextual Bandits.
Rolf Jagerman|Ilya Markov|Maarten de Rijke
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FNED: A Deep Network for Fake News Early Detection on Social Media.
Yang Liu|Yi-fang Brook Wu
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OutdoorSent: Sentiment Analysis of Urban Outdoor Images by Using Semantic and Deep Features.
Wyverson Bonasoli de Oliveira|Leyza Baldo Dorini|Rodrigo Minetto|Thiago Henrique Silva
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Exploiting Cross-session Information for Session-based Recommendation with Graph Neural Networks.
Ruihong Qiu|Zi Huang|Jingjing Li|Hongzhi Yin
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Using an Inverted Index Synopsis for Query Latency and Performance Prediction.
Nicola Tonellotto|Craig Macdonald
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Dual-factor Generation Model for Conversation.
Ruqing Zhang|Jiafeng Guo|Yixing Fan|Yanyan Lan|Xueqi Cheng
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Towards Question-based High-recall Information Retrieval: Locating the Last Few Relevant Documents for Technology-assisted Reviews.
Jie Zou|Evangelos Kanoulas

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2020 Volume 38 Issue 4

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Learning Unsupervised Knowledge-Enhanced Representations to Reduce the Semantic Gap in Information Retrieval.
Maristella Agosti|Stefano Marchesin|Gianmaria Silvello
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A Survey on Heterogeneous One-class Collaborative Filtering.
Xiancong Chen|Lin Li|Weike Pan|Zhong Ming
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Fine-Grained Privacy Detection with Graph-Regularized Hierarchical Attentive Representation Learning.
Xiaolin Chen|Xuemeng Song|Ruiyang Ren|Lei Zhu|Zhiyong Cheng|Liqiang Nie
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Block-Aware Item Similarity Models for Top-N Recommendation.
Yifan Chen|Yang Wang|Xiang Zhao|Jie Zou|Maarten de Rijke
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Explaining Text Matching on Neural Natural Language Inference.
Youngwoo Kim|Myungha Jang|James Allan
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When to Stop Reviewing in Technology-Assisted Reviews: Sampling from an Adaptive Distribution to Estimate Residual Relevant Documents.
Dan Li|Evangelos Kanoulas
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MergeDTS: A Method for Effective Large-Scale Online Ranker Evaluation.
Chang Li|Ilya Markov|Maarten de Rijke|Masrour Zoghi
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Enhancing Employer Brand Evaluation with Collaborative Topic Regression Models.
Hao Lin|Hengshu Zhu|Junjie Wu|Yuan Zuo|Chen Zhu|Hui Xiong
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Large-Alphabet Semi-Static Entropy Coding Via Asymmetric Numeral Systems.
Alistair Moffat|Matthias Petri
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CRSAL: Conversational Recommender Systems with Adversarial Learning.
Xuhui Ren|Hongzhi Yin|Tong Chen|Hao Wang|Nguyen Quoc Viet Hung|Zi Huang|Xiangliang Zhang
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Pairwise Link Prediction Model for Out of Vocabulary Knowledge Base Entities.
Richong Zhang|Samuel Mensah|Fanshuang Kong|Zhiyuan Hu|Yongyi Mao|Xudong Liu

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2020 Volume 39 Issue 1

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Neural Feature-aware Recommendation with Signed Hypergraph Convolutional Network.
Xu Chen|Kun Xiong|Yongfeng Zhang|Long Xia|Dawei Yin|Jimmy Xiangji Huang
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Deep Learning for Sequential Recommendation: Algorithms, Influential Factors, and Evaluations.
Hui Fang|Danning Zhang|Yiheng Shu|Guibing Guo
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PONE: A Novel Automatic Evaluation Metric for Open-domain Generative Dialogue Systems.
Tian Lan|Xian-Ling Mao|Wei Wei|Xiaoyan Gao|Heyan Huang
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An Attention-based Deep Relevance Model for Few-shot Document Filtering.
Bulou Liu|Chenliang Li|Wei Zhou|Feng Ji|Yu Duan|Haiqing Chen
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Faceted Search with Object Ranking and Answer Size Constraints.
Kostas Manioudakis|Yannis Tzitzikas
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How the Accuracy and Confidence of Sensitivity Classification Affects Digital Sensitivity Review.
Graham McDonald|Craig Macdonald|Iadh Ounis
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Bots in Social and Interaction Networks: Detection and Impact Estimation.
Marcelo Mendoza|Maurizio Tesconi|Stefano Cresci
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End-to-End Neural Matching for Semantic Location Prediction of Tweets.
Paul Mousset|Yoann Pitarch|Lynda Tamine
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Graph-based Regularization on Embedding Layers for Recommendation.
Yuan Zhang|Fei Sun|Xiaoyong Yang|Chen Xu|Wenwu Ou|Yan Zhang
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Pretrained Embeddings for Stance Detection with Hierarchical Capsule Network on Social Media.
Guangzhen Zhao|Peng Yang