Main » TOIS »


ACM Transactions on Information Systems (2020)


up

2020 Volume 38 Issue 1

doi dblp
Geographic Diversification of Recommended POIs in Frequently Visited Areas
Jungkyu Han | Hayato Yamana

doi dblp
Understanding Assimilation-contrast Effects in Online Rating Systems: Modelling, Debiasing, and Applications
Xiaoying Zhang | Hong Xie | Junzhou Zhao | John C. S. Lui

doi dblp
BoRe: Adapting to Reader Consumption Behavior Instability for News Recommendation
Pengtao Lv | Xiangwu Meng | Yujie Zhang

doi dblp
Explainable Product Search with a Dynamic Relation Embedding Model
Qingyao Ai | Yongfeng Zhang | Keping Bi | W. Bruce Croft

doi dblp
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

doi dblp
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

doi dblp
Next-Item Recommendation via Collaborative Filtering with Bidirectional Item Similarity
Zijie Zeng | Jing Lin | Lin Li | Weike Pan | Zhong Ming

doi dblp
Emotional Conversation Generation Based on a Bayesian Deep Neural Network
Xiao Sun | Jia Li | Xing Wei | Changliang Li | Jianhua Tao

doi dblp
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

doi dblp
Investigating Searchers' Mental Models to Inform Search Explanations
Paul Thomas | Bodo Billerbeck | Nick Craswell | Ryen W. White

doi dblp
Improving Implicit Recommender Systems with Auxiliary Data
Jingtao Ding | Guanghui Yu | Yong Li | Xiangnan He | Depeng Jin


up

2020 Volume 38 Issue 2

doi dblp
Local Variational Feature-Based Similarity Models for Recommending Top-N New Items
Yifan Chen | Yang Wang | Xiang Zhao | Hongzhi Yin | Ilya Markov | Maarten de Rijke

doi dblp
A Price-per-attention Auction Scheme Using Mouse Cursor Information
Ioannis Arapakis | Antonio Penta | Hideo Joho | Luis A. Leiva

doi dblp
Efficient Neural Matrix Factorization without Sampling for Recommendation
Chong Chen | Min Zhang | Yongfeng Zhang | Yiqun Liu | Shaoping Ma

doi dblp
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

doi dblp
Jointly Learning Representations of Nodes and Attributes for Attributed Networks
Zaiqiao Meng | Shangsong Liang | Xiangliang Zhang | Richard McCreadie | Iadh Ounis

doi dblp
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

doi dblp
Emotion Dynamics of Public Opinions on Twitter
Debashis Naskar | Sanasam Ranbir Singh | Durgesh Kumar | Sukumar Nandi | Eva Onaindia de la Rivaherrera

doi dblp
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

doi dblp
Large-Scale Question Tagging via Joint Question-Topic Embedding Learning
Liqiang Nie | Yongqi Li | Fuli Feng | Xuemeng Song | Meng Wang | Yinglong Wang


up

2020 Volume 38 Issue 3

doi dblp
Challenges in Building Intelligent Open-domain Dialog Systems
Minlie Huang | Xiaoyan Zhu | Jianfeng Gao

doi dblp
Exploiting Cross-session Information for Session-based Recommendation with Graph Neural Networks
Ruihong Qiu | Zi Huang | Jingjing Li | Hongzhi Yin

doi dblp
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

doi dblp
Safe Exploration for Optimizing Contextual Bandits
Rolf Jagerman | Ilya Markov | Maarten de Rijke

doi dblp
FNED: A Deep Network for Fake News Early Detection on Social Media
Yang Liu | Yi-fang Brook Wu

doi dblp
Keeping the Data Lake in Form: Proximity Mining for Pre-Filtering Schema Matching
Ayman Alserafi | Alberto Abelló | Oscar Romero | Toon Calders

doi dblp
Towards Question-based High-recall Information Retrieval: Locating the Last Few Relevant Documents for Technology-assisted Reviews
Jie Zou | Evangelos Kanoulas

doi dblp
Nonuniform Hyper-Network Embedding with Dual Mechanism
Jie Huang | Chuan Chen | Fanghua Ye | Weibo Hu | Zibin Zheng

doi dblp
Using an Inverted Index Synopsis for Query Latency and Performance Prediction
Nicola Tonellotto | Craig Macdonald

doi dblp
Robust Unsupervised Cross-modal Hashing for Multimedia Retrieval
Miaomiao Cheng | Liping Jing | Michael K. Ng

doi dblp
Dual-factor Generation Model for Conversation
Ruqing Zhang | Jiafeng Guo | Yixing Fan | Yanyan Lan | Xueqi Cheng


up

2020 Volume 38 Issue 4

doi dblp
Enhancing Employer Brand Evaluation with Collaborative Topic Regression Models
Hao Lin | Hengshu Zhu | Junjie Wu | Yuan Zuo | Chen Zhu | Hui Xiong

doi dblp
Large-Alphabet Semi-Static Entropy Coding Via Asymmetric Numeral Systems
Alistair Moffat | Matthias Petri

doi dblp
CRSAL: Conversational Recommender Systems with Adversarial Learning
Xuhui Ren | Hongzhi Yin | Tong Chen | Hao Wang | Nguyen Quoc Viet Hung | Zi Huang | Xiangliang Zhang

doi dblp
A Survey on Heterogeneous One-class Collaborative Filtering
Xiancong Chen | Lin Li | Weike Pan | Zhong Ming

doi dblp
Pairwise Link Prediction Model for Out of Vocabulary Knowledge Base Entities
Richong Zhang | Samuel Mensah | Fanshuang Kong | Zhiyuan Hu | Yongyi Mao | Xudong Liu

doi dblp
Fine-Grained Privacy Detection with Graph-Regularized Hierarchical Attentive Representation Learning
Xiaolin Chen | Xuemeng Song | Ruiyang Ren | Lei Zhu | Zhiyong Cheng | Liqiang Nie

doi dblp
Learning Unsupervised Knowledge-Enhanced Representations to Reduce the Semantic Gap in Information Retrieval
Maristella Agosti | Stefano Marchesin | Gianmaria Silvello

doi dblp
Explaining Text Matching on Neural Natural Language Inference
Youngwoo Kim | Myungha Jang | James Allan

doi dblp
MergeDTS: A Method for Effective Large-Scale Online Ranker Evaluation
Chang Li | Ilya Markov | Maarten de Rijke | Masrour Zoghi

doi dblp
When to Stop Reviewing in Technology-Assisted Reviews: Sampling from an Adaptive Distribution to Estimate Residual Relevant Documents
Dan Li | Evangelos Kanoulas

doi dblp
Block-Aware Item Similarity Models for Top-N Recommendation
Yifan Chen | Yang Wang | Xiang Zhao | Jie Zou | Maarten de Rijke


up

2020 Volume 39 Issue 1

doi dblp
Pretrained Embeddings for Stance Detection with Hierarchical Capsule Network on Social Media
Guangzhen Zhao | Peng Yang

doi dblp
Graph-based Regularization on Embedding Layers for Recommendation
Yuan Zhang | Fei Sun | Xiaoyong Yang | Chen Xu | Wenwu Ou | Yan Zhang

doi dblp
End-to-End Neural Matching for Semantic Location Prediction of Tweets
Paul Mousset | Yoann Pitarch | Lynda Tamine

doi dblp
How the Accuracy and Confidence of Sensitivity Classification Affects Digital Sensitivity Review
Graham McDonald | Craig Macdonald | Iadh Ounis

doi dblp
Bots in Social and Interaction Networks: Detection and Impact Estimation
Marcelo Mendoza | Maurizio Tesconi | Stefano Cresci

doi dblp
An Attention-based Deep Relevance Model for Few-shot Document Filtering
Bulou Liu | Chenliang Li | Wei Zhou | Feng Ji | Yu Duan | Haiqing Chen

doi dblp
PONE: A Novel Automatic Evaluation Metric for Open-domain Generative Dialogue Systems
Tian Lan | Xian-Ling Mao | Wei Wei | Xiaoyan Gao | Heyan Huang

doi dblp
Neural Feature-aware Recommendation with Signed Hypergraph Convolutional Network
Xu Chen | Kun Xiong | Yongfeng Zhang | Long Xia | Dawei Yin | Jimmy Xiangji Huang

doi dblp
Faceted Search with Object Ranking and Answer Size Constraints
Kostas Manioudakis | Yannis Tzitzikas

doi dblp
Deep Learning for Sequential Recommendation: Algorithms, Influential Factors, and Evaluations
Hui Fang | Danning Zhang | Yiheng Shu | Guibing Guo