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2020 Volume 57 Issue 6


Anthology ID:
2020.ipm_journal-ir0anthology0volumeA57A6
Year:
2020
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Hierarchical neural query suggestion with an attention mechanism
Wanyu Chen | Fei Cai | Honghui Chen | Maarten de Rijke

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Eating healthier: Exploring nutrition information for healthier recipe recommendation
Meng Chen | Xiaoyi Jia | Elizabeth Gorbonos | Chnh T. Hong | Xiaohui Yu | Yang Liu

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A Deep Look into neural ranking models for information retrieval
Jiafeng Guo | Yixing Fan | Liang Pang | Liu Yang | Qingyao Ai | Hamed Zamani | Chen Wu | W. Bruce Croft | Xueqi Cheng

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HoAFM: A High-order Attentive Factorization Machine for CTR Prediction
Zhulin Tao | Xiang Wang | Xiangnan He | Xianglin Huang | Tat-Seng Chua

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A Contextual Recurrent Collaborative Filtering framework for modelling sequences of venue checkins
Jarana Manotumruksa | Craig Macdonald | Iadh Ounis

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Knowledge acquisition from parsing natural language expressions for humanoid robot action commands
Diego Reforgiato Recupero | Federico Spiga

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Deep ranking based cost-sensitive multi-label learning for distant supervision relation extraction
Hai Ye | Zhunchen Luo

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Dynamic attention-based explainable recommendation with textual and visual fusion
Peng Liu | Lemei Zhang | Jon Atle Gulla

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Large-scale instance-level image retrieval
Giuseppe Amato | Fabio Carrara | Fabrizio Falchi | Claudio Gennaro | Lucia Vadicamo

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Focal elements of neural information retrieval models. An outlook through a reproducibility study
Stefano Marchesin | Alberto Purpura | Gianmaria Silvello

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Building a morpho-semantic knowledge graph for Arabic information retrieval
Ibrahim Bounhas | Nadia Soudani | Yahya Slimani

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Content-based characterization of online social communities
Giorgia Ramponi | Marco Brambilla | Stefano Ceri | Florian Daniel | Marco Di Giovanni

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Label consistent locally linear embedding based cross-modal hashing
Hui Zeng | Huaxiang Zhang | Lei Zhu

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node2hash: Graph aware deep semantic text hashing
Suthee Chaidaroon | Dae Hoon Park | Yi Chang | Yi Fang

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Multimodal joint learning for personal knowledge base construction from Twitter-based lifelogs
An-Zi Yen | Hen-Hsen Huang | Hsin-Hsi Chen

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Network measures: A new paradigm towards reliable novel word sense detection
Abhik Jana | Animesh Mukherjee | Pawan Goyal

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Pre-train, Interact, Fine-tune: a novel interaction representation for text classification
Jianming Zheng | Fei Cai | Honghui Chen | Maarten de Rijke

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Adversarial text generation with context adapted global knowledge and a self-attentive discriminator
Giuseppe Rizzo | Thai Hao Marco Van

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EdgeSumm: Graph-based framework for automatic text summarization
Wafaa S. El-Kassas | Cherif R. Salama | Ahmed A. Rafea | Hoda K. Mohamed

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Examining the Influence of Emotional Expressions in Online Consumer Reviews on Perceived Helpfulness
Mei-Ju Chen | Cheng-Kiang Farn

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Deep Learning-based Extraction of Algorithmic Metadata in Full-Text Scholarly Documents
Iqra Safder | Saeed-Ul Hassan | Anna Visvizi | Thanapon Noraset | Raheel Nawaz | Suppawong Tuarob

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Deriving the sentiment polarity of term senses using dual-step context-aware in-gloss matching
Mohammad Darwich | Shahrul Azman Mohd. Noah | Nazlia Omar

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Social media analytics and business intelligence research: A systematic review
Jaewoong Choi | Janghyeok Yoon | Jaemin Chung | Byoung-Youl Coh | Jae-Min Lee

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Investigating the impact of IT-mediated information interruption on emotional exhaustion in the workplace
Xusen Cheng | Ying Bao | Alex Zarifis

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Enhanced Certificateless Auditing Protocols for Cloud Data Management and Transformative Computation
Jindan Zhang | Zhihu Li | Baocang Wang | Xu An Wang | Urszula Ogiela

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Discriminative dual-stream deep hashing for large-scale image retrieval
Yujuan Ding | Wai Keung Wong | Zhihui Lai | Zheng Zhang

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HEMOS: A novel deep learning-based fine-grained humor detecting method for sentiment analysis of social media
Da Li | Rafal Rzepka | Michal Ptaszynski | Kenji Araki

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HealthAid: Extracting domain targeted high precision procedural knowledge from on-line communities
Eyob Alemu | Jianbin Huang

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Considering author sequence in all-author co-citation analysis
Yi Bu | Binglu Wang | Zaida Chinchilla-Rodríguez | Cassidy R. Sugimoto | Yong Huang | Win-Bin Huang

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Multi-Sentence Video Captioning using Content-oriented Beam Searching and Multi-stage Refining Algorithm
Masoomeh Nabati | Alireza Behrad

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How Many Bots in Russian Troll Tweets?
Izzat Alsmadi | Michael J. O'Brien

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What makes a review a reliable rating in recommender systems?
Dionisis Margaris | Costas Vassilakis | Dimitris Spiliotopoulos

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An end-to-end joint model for evidence information extraction from court record document
Donghong Ji | Peng Tao | Hao Fei | Yafeng Ren

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Parsing human image by fusing semantic and spatial features: A deep learning approach
Ruilin Zhao | Yanbing Xue | Jing Cai | Zan Gao

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Social media overload, exhaustion, and use discontinuance: Examining the effects of information overload, system feature overload, and social overload
Shaoxiong Fu | Hongxiu Li | Yong Liu | Henri Pirkkalainen | Markus Salo

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Robust Decentralised Trust Management for the Internet of Things by Using Game Theory
Christian Esposito | Oscar Tamburis | Xin Su | Chang Choi

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A neural knowledge graph evaluator: Combining structural and semantic evidence of knowledge graphs for predicting supportive knowledge in scientific QA
Chen Qiao | Xiao Hu

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A collaborative filtering recommender system using genetic algorithm
Bushra Alhijawi | Yousef Kilani

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Boundaries and edges rethinking: An end-to-end neural model for overlapping entity relation extraction
Hao Fei | Yafeng Ren | Donghong Ji

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A Google Trends spatial clustering approach for a worldwide Twitter user geolocation
Paola Zola | Costantino Ragno | Paulo Cortez

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Effect of anger, anxiety, and sadness on the propagation scale of social media posts after natural disasters
Lifang Li | Zhiqiang Wang | Qingpeng Zhang | Hong Wen

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MMED: A multi-domain and Multi-modality event dataset
Zhenguo Yang | Zehang Lin | Lingni Guo | Qing Li | Wenyin Liu

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A Comparative Study of Outfit Recommendation Methods with a Focus on Attention-based Fusion
Katrien Laenen | Marie-Francine Moens

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SimilCatch: Enhanced social spammers detection on Twitter using Markov Random Fields
Nour El Mawass | Paul Honeine | Laurent Vercouter

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HCA: Hierarchical Compare Aggregate model for question retrieval in community question answering
Mohammad Sadegh Zahedi | Maseud Rahgozar | Reza Aghaeizadeh Zoroofi

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Extracting temporal and causal relations based on event networks
Duc-Thuan Vo | Feras N. Al-Obeidat | Ebrahim Bagheri

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Effective influence estimation in twitter using temporal, profile, structural and interaction characteristics
Sakshi Agarwal | Shikha Mehta

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Exploring the donation allocation of online charitable crowdfunding based on topical and spatial analysis: Evidence from the Tencent GongYi
Zhichao Ba | Yuxiang (Chris) Zhao | Liqin Zhou | Shijie Song

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Sequential analysis and clustering to investigate users' online shopping behaviors based on need-states
I-Chin Wu | Hsin-Kai Yu

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HKGB: An Inclusive, Extensible, Intelligent, Semi-auto-constructed Knowledge Graph Framework for Healthcare with Clinicians' Expertise Incorporated
Yong Zhang | Ming Sheng | Rui Zhou | Ye Wang | Guangjie Han | Han Zhang | Chunxiao Xing | Jing Dong

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Dynamic discovery of favorite locations in spatio-temporal social networks
Xi Xiong | Fei Xiong | Jun Zhao | Shaojie Qiao | Yuanyuan Li | Ying Zhao

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Semi-supervised Co-Clustering on Attributed Heterogeneous Information Networks
Yugang Ji | Chuan Shi | Yuan Fang | Xiangnan Kong | Mingyang Yin

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Leveraging digital forensics and data exploration to understand the creative work of a filmmaker: A case study of Stephen Dwoskin's digital archive
Zoe Bartliff | Yunhyong Kim | Frank Hopfgartner | Guy Baxter

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A topic modeling framework for spatio-temporal information management
Mohsen Asghari | Daniel Sierra-Sosa | Adel Said Elmaghraby

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A semantic approach to extractive multi-document summarization: Applying sentence expansion for tuning of conceptual densities
Mohammad Bidoki | Mohammad R. Moosavi | Seyed Mostafa Fakhrahmad

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A Pseudo-relevance feedback framework combining relevance matching and semantic matching for information retrieval
Junmei Wang | Min Pan | Tingting He | Xiang Huang | Xueyan Wang | Xinhui Tu

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Leader information seeking, team performance and team innovation: Examining the roles of team reflexivity and cooperative outcome interdependence
Linlin Wang | Wan Jiang | Huimin Zhang | Han Lin

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A Cross-Media Deep Relationship Classification Method Using Discrimination Information
Weifeng Hu | Baosen Ma | Zeqiang Li | Yujun Li | Yue Wang

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Incorporating message format into user evaluation of microblog information credibility: A nonlinear perspective
Chunxiao Yin | Xiaofei Zhang

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Polarity Classification of Twitter Messages using Audio Processing
Mihail Duscu | Dilek Günneç

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I see it in your eyes: Training the shallowest-possible CNN to recognise emotions and pain from muted web-assisted in-the-wild video-chats in real-time
Vedhas Pandit | Maximilian Schmitt | Nicholas Cummins | Björn W. Schuller

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A framework for pre-processing of social media feeds based on integrated local knowledge base
Taiwo Kolajo | Olawande J. Daramola | Ayodele Ariyo Adebiyi | Aaditeshwar Seth

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Region-action LSTM for mouse interaction sequence based search satisfaction evaluation
Ling Chen | Alin Fan | Hongyu Shi | Gencai Chen

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Credibility assessment of good abandonment results in mobile search
Dan Wu | Jing Dong | Li Shi | Chunxiang Liu | Jiangyun Ding

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HTSS: A novel hybrid text summarisation and simplification architecture
Farooq Zaman | Matthew Shardlow | Saeed-Ul Hassan | Naif Radi Aljohani | Raheel Nawaz

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Automatic segmentation of intracerebral hemorrhage in CT images using encoder-decoder convolutional neural network
Kai Hu | Kai Chen | Xizhi He | Yuan Zhang | Zhineng Chen | Xuanya Li | Xieping Gao

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Social influence based community detection in event-based social networks
Xiao Li | Chenna Sun | Muhammad Azam Zia

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Promoting users' intention to share online health articles on social media: The role of confirmation bias
Haiping Zhao | Shaoxiong Fu | Xiaoyu Chen

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Blockchain-based privacy-preserving remote data integrity checking scheme for IoT information systems
Quanyu Zhao | Siyi Chen | Zheli Liu | Thar Baker | Yuan Zhang

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Supervised approaches for explicit search result diversification
Sevgi Yigit-Sert | Ismail Sengor Altingovde | Craig Macdonald | Iadh Ounis | Özgür Ulusoy

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NDDSA: A network- and domain-based method for predicting drug-side effect associations
Soheila Shabani-Mashcool | Sayed-Amir Marashi | Sajjad Gharaghani

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Transformative computing approaches for advanced management solutions and cognitive processing
Marek R. Ogiela | Francesco Palmieri | Makoto Takizawa

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Candidate sentence selection for extractive text summarization
Begum Mutlu | Ebru Akcapinar Sezer | Muhammet Ali Akcayol

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Misogyny Detection in Twitter: a Multilingual and Cross-Domain Study
Endang Wahyu Pamungkas | Valerio Basile | Viviana Patti

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Information Extraction from Text Intensive and Visually Rich Banking Documents
Berke Oral | Erdem Emekligil | Seçil Arslan | Gülsen Eryigit

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An enhanced Tree-LSTM architecture for sentence semantic modeling using typed dependencies
Jeena Kleenankandy | K. A. Abdul Nazeer

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A unified model for recommendation with selective neighborhood modeling
Jingwei Ma | Jiahui Wen | Panpan Zhang | Mingyang Zhong | Guangda Zhang | Xue Li

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Privacy concerns of the Australian My Health Record: Implications for other large-scale opt-out personal health records
Patrick Cheong-Iao Pang | Dana McKay | Shanton Chang | Qingyu Chen | Xiuzhen Zhang | Lishan Cui

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A deep neural network model for speakers coreference resolution in legal texts
Donghong Ji | Jun Gao | Hao Fei | Chong Teng | Yafeng Ren

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GENE: Graph generation conditioned on named entities for polarity and controversy detection in social media
Marcelo Mendoza | Denis Parra | Álvaro Soto

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Multi-source domain adaptation with graph embedding and adaptive label prediction
Ao Ma | Fuming You | Mengmeng Jing | Jingjing Li | Ke Lu

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An unsupervised lexical normalization for Roman Hindi and Urdu sentiment analysis
Khawar Mehmood | Daryl Essam | Kamran Shafi | Muhammad Kamran Malik

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Drink2Vec: Improving the classification of alcohol-related tweets using distributional semantics and external contextual enrichment
Marcos A. Grzeça | Karin Becker | Renata Galante

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An incentive-aware blockchain-based solution for internet of fake media things
Qian Chen | Gautam Srivastava | Reza M. Parizi | Moayad Aloqaily | Ismaeel Al Ridhawi

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Shallow and deep learning for event relatedness classification
Jacek Haneczok | Jakub Piskorski

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A framework to analyze the emotional reactions to mass violent events on Twitter and influential factors
Jonathas G. D. Harb | Régis Ebeling | Karin Becker

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A gated piecewise CNN with entity-aware enhancement for distantly supervised relation extraction
Haixu Wen | Xinhua Zhu | Lanfang Zhang | Fei Li

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Semantic-rebased cross-modal hashing for scalable unsupervised text-visual retrieval
Weiwei Wang | Yuming Shen | Haofeng Zhang | Li Liu

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An overview of microblog user geolocation methods
Xiangyang Luo | Yaqiong Qiao | Chenliang Li | Jiangtao Ma | Yimin Liu

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Consumer health information needs: A systematic review of instrument development
Jianxing Chi | Wenjing Pian | Shuai Zhang

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Gender stereotype reinforcement: Measuring the gender bias conveyed by ranking algorithms
Alessandro Fabris | Alberto Purpura | Gianmaria Silvello | Gian Antonio Susto

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A non-convex semi-supervised approach to opinion spam detection by ramp-one class SVM
Yingjie Tian | Mahboubeh Mirzabagheri | Peyman Tirandazi | Seyed Mojtaba Hosseini Bamakan

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Blockchain-based public auditing for big data in cloud storage
Jiaxing Li | Jigang Wu | Guiyuan Jiang | Thambipillai Srikanthan

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Extractive Text Summarization Models for Urdu Language
Ali Nawaz | Maheen Bakhtyar | Junaid Baber | Ihsan Ullah | Waheed Noor | Abdul Basit

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Retraction notice to "Deep Adversarial Model for Musculoskeletal Quality Evaluation" [Information Processing Management 57/1 (2019) 102146]