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2022 Volume 40 Issue 4


Anthology ID:
2022.tois_journal-ir0anthology0volumeA40A4
Year:
2022
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doi dblp
Scalable Representation Learning for Dynamic Heterogeneous Information Networks via Metagraphs
Yang Fang | Xiang Zhao | Peixin Huang | Weidong Xiao | Maarten de Rijke

doi dblp
STARec: Adaptive Learning with Spatiotemporal and Activity Influence for POI Recommendation
Weiyu Ji | Xiangwu Meng | Yujie Zhang

doi dblp
Semantic Models for the First-Stage Retrieval: A Comprehensive Review
Jiafeng Guo | Yinqiong Cai | Yixing Fan | Fei Sun | Ruqing Zhang | Xueqi Cheng

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Graph Co-Attentive Session-based Recommendation
Zhiqiang Pan | Fei Cai | Wanyu Chen | Honghui Chen

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Grounded Task Prioritization with Context-Aware Sequential Ranking
Chuxu Zhang | Julia Kiseleva | Sujay Kumar Jauhar | Ryen W. White

doi dblp
Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks
Hao Peng | Ruitong Zhang | Yingtong Dou | Renyu Yang | Jingyi Zhang | Philip S. Yu

doi dblp
Personalized and Explainable Employee Training Course Recommendations: A Bayesian Variational Approach
Chao Wang | Hengshu Zhu | Peng Wang | Chen Zhu | Xi Zhang | Enhong Chen | Hui Xiong

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The Footprint of Factorization Models and Their Applications in Collaborative Filtering
Jinze Wang | Yongli Ren | Jie Li | Ke Deng

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Collaborative Graph Learning for Session-based Recommendation
Zhiqiang Pan | Fei Cai | Wanyu Chen | Chonghao Chen | Honghui Chen

doi dblp
Combining Graph Convolutional Neural Networks and Label Propagation
Hongwei Wang | Jure Leskovec

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Learning Text-image Joint Embedding for Efficient Cross-modal Retrieval with Deep Feature Engineering
Zhongwei Xie | Ling Liu | Yanzhao Wu | Luo Zhong | Lin Li

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Feature-Level Attentive ICF for Recommendation
Zhiyong Cheng | Fan Liu | Shenghan Mei | Yangyang Guo | Lei Zhu | Liqiang Nie

doi dblp
Relevance Assessments for Web Search Evaluation: Should We Randomise or Prioritise the Pooled Documents?
Tetsuya Sakai | Sijie Tao | Zhaohao Zeng

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Understanding the "Pathway" Towards a Searcher's Learning Objective
Kelsey Urgo | Jaime Arguello

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Scaling High-Quality Pairwise Link-Based Similarity Retrieval on Billion-Edge Graphs
Weiren Yu | Julie A. McCann | Chengyuan Zhang | Hakan Ferhatosmanoglu

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Jointly Predicting Future Content in Multiple Social Media Sites Based on Multi-task Learning
Peng Zhang | Baoxi Liu | Tun Lu | Xianghua Ding | Hansu Gu | Ning Gu

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A Re-classification of Information Seeking Tasks and Their Computational Solutions
Zhiwen Tang | Grace Hui Yang

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"What Can I Cook with these Ingredients?" - Understanding Cooking-Related Information Needs in Conversational Search
Alexander Frummet | David Elsweiler | Bernd Ludwig

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Dynamic Graph Reasoning for Conversational Open-Domain Question Answering
Yongqi Li | Wenjie Li | Liqiang Nie

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MiDTD: A Simple and Effective Distillation Framework for Distantly Supervised Relation Extraction
Rui Li | Cheng Yang | Tingwei Li | Sen Su

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Complex-valued Neural Network-based Quantum Language Models
Peng Zhang | Wenjie Hui | Benyou Wang | Donghao Zhao | Dawei Song | Christina Lioma | Jakob Grue Simonsen

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Simulating and Modeling the Risk of Conversational Search
Zhenduo Wang | Qingyao Ai

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Leveraging Narrative to Generate Movie Script
Yutao Zhu | Ruihua Song | Jian-Yun Nie | Pan Du | Zhicheng Dou | Jin Zhou

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Toward Personalized Answer Generation in E-Commerce via Multi-perspective Preference Modeling
Yang Deng | Yaliang Li | Wenxuan Zhang | Bolin Ding | Wai Lam

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A Systematic Analysis on the Impact of Contextual Information on Point-of-Interest Recommendation
Hossein A. Rahmani | Mohammad Aliannejadi | Mitra Baratchi | Fabio Crestani