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ACM Transactions on Information Systems (2022)


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2022 Volume 40 Issue 1

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A Graph Theoretic Approach for Multi-Objective Budget Constrained Capsule Wardrobe Recommendation
Shubham Patil | Debopriyo Banerjee | Shamik Sural

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Contextualized Knowledge-aware Attentive Neural Network: Enhancing Answer Selection with Knowledge
Yang Deng | Yuexiang Xie | Yaliang Li | Min Yang | Wai Lam | Ying Shen

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Hierarchical Hyperedge Embedding-Based Representation Learning for Group Recommendation
Lei Guo | Hongzhi Yin | Tong Chen | Xiangliang Zhang | Kai Zheng

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The Simpson's Paradox in the Offline Evaluation of Recommendation Systems
Amir Hossein Jadidinejad | Craig Macdonald | Iadh Ounis

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CATS: Customizable Abstractive Topic-based Summarization
Seyed Ali Bahrainian | George Zerveas | Fabio Crestani | Carsten Eickhoff

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Knowledge-Guided Disentangled Representation Learning for Recommender Systems
Shanlei Mu | Yaliang Li | Wayne Xin Zhao | Siqing Li | Ji-Rong Wen

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CHA: Categorical Hierarchy-based Attention for Next POI Recommendation
Hongyu Zang | Dongcheng Han | Xin Li | Zhifeng Wan | Mingzhong Wang

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What and How long: Prediction of Mobile App Engagement
Yuan Tian | Ke Zhou | Dan Pelleg

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Unstructured Text Enhanced Open-Domain Dialogue System: A Systematic Survey
Longxuan Ma | Mingda Li | Wei-Nan Zhang | Jiapeng Li | Ting Liu

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Collaborative Reflection-Augmented Autoencoder Network for Recommender Systems
Lianghao Xia | Chao Huang | Yong Xu | Huance Xu | Xiang Li | Weiguo Zhang

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Interpretable Aspect-Aware Capsule Network for Peer Review Based Citation Count Prediction
Siqing Li | Yaliang Li | Wayne Xin Zhao | Bolin Ding | Ji-Rong Wen

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Question Tagging via Graph-guided Ranking
Xiao Zhang | Meng Liu | Jianhua Yin | Zhaochun Ren | Liqiang Nie

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Anytime Ranking on Document-Ordered Indexes
Joel Mackenzie | Matthias Petri | Alistair Moffat

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A Review on Question Generation from Natural Language Text
Ruqing Zhang | Jiafeng Guo | Lu Chen | Yixing Fan | Xueqi Cheng

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Joint Representation Learning with Relation-Enhanced Topic Models for Intelligent Job Interview Assessment
Dazhong Shen | Chuan Qin | Hengshu Zhu | Tong Xu | Enhong Chen | Hui Xiong

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Knowledge Preserving and Distribution Alignment for Heterogeneous Domain Adaptation
Hanrui Wu | Qingyao Wu | Michael K. Ng

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User Profiling Based on Nonlinguistic Audio Data
Jiaxing Shen | Jiannong Cao | Oren Lederman | Shaojie Tang | Alex 'Sandy' Pentland

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On the Study of Transformers for Query Suggestion
Agnès Mustar | Sylvain Lamprier | Benjamin Piwowarski

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Topic Difficulty: Collection and Query Formulation Effects
J. Shane Culpepper | Guglielmo Faggioli | Nicola Ferro | Oren Kurland

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Multi-interest Diversification for End-to-end Sequential Recommendation
Wanyu Chen | Pengjie Ren | Fei Cai | Fei Sun | Maarten de Rijke