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2020 Volume 57 Issue 6

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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 | Chinh 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 | M. 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]

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2020 Volume 57 Issue 5

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On exploring the impact of users' bullish-bearish tendencies in online community on the stock market
Yu Qian | Zirao Li | Hua Yuan

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Incorporating stock prices and news sentiments for stock market prediction: A case of Hong Kong
Xiaodong Li | Pangjing Wu | Wenpeng Wang

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An integrated model for textual social media data with spatio-temporal dimensions
Juglar Diaz | Barbara Poblete | Felipe Bravo-Marquez

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Marketing analysis of wineries using social collective behavior from users' temporal activity on Twitter
Gema Bello Orgaz | Rus M. Mesas | Carmen Zarco | Víctor Rodríguez-Fernández | Oscar Cordón | David Camacho

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E-commerce product review sentiment classification based on a naïve Bayes continuous learning framework
Feng Xu | Zhenchun Pan | Rui Xia

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Exploring the Online Doctor-Patient Interaction on Patient Satisfaction Based on Text Mining and Empirical Analysis
Shuqing Chen | Xitong Guo | Tianshi Wu | Xiaofeng Ju

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Value assessment of companies by using an enterprise value assessment system based on their public transfer specification
Win-Bin Huang | Junting Liu | Haodong Bai | Pengyi Zhang

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VIDPSO: Victim item deletion based PSO inspired sensitive pattern hiding algorithm for dense datasets
Shalini Jangra | Durga Toshniwal

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Smart home energy strategy based on human behaviour patterns for transformative computing
Hoon Ko | Jong Hyuk Kim | Kyung-jin An | Libor Mesicek | Goreti Marreiros | Sung Bum Pan | Pankoo Kim

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Semantic Matching Efficiency of Supply and Demand Texts on Online Technology Trading Platforms: Taking the Electronic Information of Three Platforms as an Example
Xi-jun He | Xue Meng | Yuying Wu | Chee Seng Chan | Ting Pang

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Evaluating the social value of online health information for third-party patients: Is uncertainty always bad?
Yixuan Liu | Changchang Ren | Dingyu Shi | Kai Li | Xiaofei Zhang

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Transformative computing in advanced data analysis processes in the cloud
Lidia Ogiela

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Using AI and Social Media Multimodal Content for Disaster Response and Management: Opportunities, Challenges, and Future Directions
Muhammad Imran | Ferda Ofli | Doina Caragea | Antonio Torralba

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Merging the citations received by arXiv-deposited e-prints and their corresponding published journal articles: Problems and perspectives
Yong Gao | Qiang Wu | Linna Zhu

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Fast and parameter-light rare behavior detection in maritime trajectories
Fei Wang | Yifan Lei | Zhenguang Liu | Xun Wang | Shouling Ji | Anthony K. H. Tung

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Cochleogram-based approach for detecting perceived emotions in music
Mladen Russo | Luka Kraljevic | Maja Stella | Marjan Sikora

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Enrich cross-lingual entity links for online wikis via multi-modal semantic matching
Weiming Lu | Peng Wang | Xinyin Ma | Wei Xu | Chen Chen

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How does social support promote consumers' engagement in the social commerce community? The mediating effect of consumer involvement
Yani Wang | Jun Wang | Tang Yao | Ming Li | Xiaorui Wang

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Who contributes what? Scrutinizing the activity data of 4.2 million Zhihu users via immersion scores
Shengli Deng | Yuting Jiang | Hongxiu Li | Yong Liu

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Joint deep feature learning and unsupervised visual domain adaptation for cross-domain 3D object retrieval
Wenhui Li | Shu Xiang | Weizhi Nie | Dan Song | An-An Liu | Xuanya Li | Tong Hao

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Fashion analysis and understanding with artificial intelligence
Xiaoling Gu | Fei Gao | Min Tan | Pai Peng

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MGAT: Multimodal Graph Attention Network for Recommendation
Zhulin Tao | Yinwei Wei | Xiang Wang | Xiangnan He | Xianglin Huang | Tat-Seng Chua

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Movie Revenue Prediction Based on Purchase Intention Mining Using YouTube Trailer Reviews
Ibrahim Said Ahmad | Azuraliza Abu Bakar | Mohd Ridzwan Yaakub

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Beyond MeSH: Fine-grained semantic indexing of biomedical literature based on weak supervision
Anastasios Nentidis | Anastasia Krithara | Grigorios Tsoumakas | Georgios Paliouras

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Parameters Analysis of Sample Entropy, Permutation Entropy and Permutation Ratio Entropy for RR Interval Time Series
Jian Yin | Pengxiang Xiao | Junyan Li | Yungang Liu | Chenggang Yan | Yatao Zhang

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A three-level classification of French tweets in ecological crises
Diego Kozlowski | Elisa Lannelongue | Frédéric Saudemont | Farah Benamara | Alda Mari | Véronique Moriceau | Abdelmoumene Boumadane

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Effective contact recommendation in social networks by adaptation of information retrieval models
Javier Sanz-Cruzado | Pablo Castells | Craig Macdonald | Iadh Ounis

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"Fixing the curse of the bad product descriptions" - Search-boosted tag recommendation for E-commerce products
Fabiano Muniz Belém | Rodrigo M. Silva | Cláudio Moisés Valiense de Andrade | Gabriel Person | Felipe Mingote | Raphael Ballet | Helton Alponti | Henrique P. de Oliveira | Jussara M. Almeida | Marcos André Gonçalves

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Exploiting Open Data to analyze discussion and controversy in online citizen participation
Iván Cantador | María E. Cortés-Cediel | Miriam Fernández

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Social Media Marketing and Financial Forecasting
Frank Z. Xing | Soujanya Poria | Erik Cambria | Roy E. Welsch

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2020 Volume 57 Issue 4

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Multi-Modal fusion with multi-level attention for Visual Dialog
Jingping Zhang | Qiang Wang | Yahong Han

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VOST: A case study in voluntary digital participation for collaborative emergency management
Ramian Fathi | Dennis Thom | Steffen Koch | Thomas Ertl | Frank Fiedrich

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Locally and multiply distorted image quality assessment via multi-stage CNNs
Yuan Yuan | Hai Su | Juhua Liu | Guoqiang Zeng

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Beyond negative and positive: Exploring the effects of emotions in social media during the stock market crash
Yidi Ge | Jiangnan Qiu | Zhiyong Liu | Wenjing Gu | Liwei Xu

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Richer Document Embeddings for Author Profiling tasks based on a heuristic search
Roberto López-Santillán | Manuel Montes-y-Gómez | Luis Carlos González-Gurrola | Graciela Ramírez Alonso | Olanda Prieto-Ordaz

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Understanding user-to-User interaction on government microblogs: An exponential random graph model with the homophily and emotional effect
Jie Xiong | Xiaodong Feng | Zhiwei Tang

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Discovering web services in social web service repositories using deep variational autoencoders
Ignacio Lizarralde | Cristian Mateos | Alejandro Zunino | Tim A. Majchrzak | Tor-Morten Grønli

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How can wikipedia be used to support the process of automatically building multilingual domain modules? a case study
Angel Conde | Ana Arruarte | Mikel Larrañaga | Jon A. Elorriaga

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Deep sentiments in Roman Urdu text using Recurrent Convolutional Neural Network model
Zainab Mahmood | Iqra Safder | Rao Muhammad Adeel Nawab | Faisal Bukhari | Raheel Nawaz | Ahmed S. Alfakeeh | Naif Radi Aljohani | Saeed-Ul Hassan

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Influencing models and determinants in big data analytics research: A bibliometric analysis
Mohamed Gamal Aboelmaged | Samar Mouakket

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Listening to the investors: A novel framework for online lending default prediction using deep learning neural networks
Xiangling Fu | Tianxiong Ouyang | Jinpeng Chen | Xiaopeng Luo

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Business process improvement and the knowledge flows that cross a private online social network: An insurance supply chain case
Ramona Diana León | Raúl Rodríguez-Rodríguez | Pedro Gómez-Gasquet | Josefa Mula

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Evaluation of web service clustering using Dirichlet Multinomial Mixture model based approach for Dimensionality Reduction in service representation
Neha Agarwal | Geeta Sikka | Lalit Kumar Awasthi

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Mining shape of expertise: A novel approach based on convolutional neural network
Mahdi Dehghan | Hossein A. Rahmani | Ahmad Ali Abin | Viet-Vu Vu

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FS-MLC: Feature selection for multi-label classification using clustering in feature space
Nitin Kumar Mishra | Pramod Kumar Singh

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Exploring payment behavior for live courses in social Q&A communities: An information foraging perspective
Xiao Shi | Xiabing Zheng | Feng Yang

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Neural embedding-based specificity metrics for pre-retrieval query performance prediction
Negar Arabzadeh | Fattane Zarrinkalam | Jelena Jovanovic | Feras N. Al-Obeidat | Ebrahim Bagheri

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SDRS: A new lossless dimensionality reduction for text corpora
Iñaki Vélez de Mendizabal | Vítor Basto Fernandes | Enaitz Ezpeleta | José Ramon Méndez | Urko Zurutuza

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Detection of Bots in Social Media: A Systematic Review
Mariam Orabi | Djedjiga Mouheb | Zaher Al Aghbari | Ibrahim Kamel

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Location recommendation by combining geographical, categorical, and social preferences with location popularity
Yaxue Ma | Jin Mao | Zhichao Ba | Gang Li

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Global context and boundary structure-guided network for cross-modal organ segmentation
Xiaonan Guo | Hongtao Xie | Hai Xu | Yongdong Zhang

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Faceted search of heterogeneous geographic information for dynamic map projection
Noemi Mauro | Liliana Ardissono | Maurizio Lucenteforte

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Transformer based contextualization of pre-trained word embeddings for irony detection in Twitter
José-Ángel González | Lluís-F. Hurtado | Ferran Pla

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Extended pre-processing pipeline for text classification: On the role of meta-feature representations, sparsification and selective sampling
Washington Cunha | Sérgio D. Canuto | Felipe Viegas | Thiago Salles | Christian Gomes | Vítor Mangaravite | Elaine Resende | Thierson Rosa | Marcos André Gonçalves | Leonardo Rocha

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Video question answering via grounded cross-attention network learning
Yunan Ye | Shifeng Zhang | Yimeng Li | Xufeng Qian | Siliang Tang | Shiliang Pu | Jun Xiao

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2020 Volume 57 Issue 3

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Shaping the contours of fractured landscapes: Extending the layering of an information perspective on refugee resettlement
Annemaree Lloyd

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Information behavior and ICT use of Latina immigrants to the U.S. Midwest
Denice C. Adkins | Heather Moulaison Sandy

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Vulnerable community identification using hate speech detection on social media
Zewdie Mossie | Jenq-Haur Wang

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Evaluating the use of interactive virtual reality technology with older adults living in residential aged care
Steven Baker | Jenny Waycott | Elena Robertson | Romina Carrasco | Bárbara Barbosa Neves | Ralph Hampson | Frank Vetere

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Enhancing usability of digital libraries: Designing help features to support blind and visually impaired users
Iris Xie | Rakesh Babu | Tae Hee Lee | Melissa Davey Castillo | Sukjin You | Ann M. Hanlon

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Immigrating after 60: Information experiences of older Chinese migrants to Australia and Canada
Nadia Caidi | Jia Tina Du | Lei Li | Junyue Mavis Shen | Qiaoling Sun

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Conceptualising misinformation in the context of asylum seekers
Hilda Ruokolainen | Gunilla Widén

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Scenarios of technology use to promote community engagement: Overcoming marginalization and bridging digital divides in the Southern and Central Appalachian rural libraries
Bharat Mehra | Everette Scott Sikes | Vandana Singh

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On Black Wikipedians: Motivations behind content contribution
J. Brenton Stewart | Boryung Ju

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Best practices for conducting fieldwork with marginalized communities
Devendra Potnis | Bhakti Gala

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Unsupervised dialectal neural machine translation
Wael Farhan | Bashar Talafha | Analle Abuammar | Ruba Jaikat | Mahmoud Al-Ayyoub | Ahmad Bisher Tarakji | Anas Toma

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Graph-based Arabic text semantic representation
Wael Etaiwi | Arafat Awajan

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Exploring temporal representations by leveraging attention-based bidirectional LSTM-RNNs for multi-modal emotion recognition
Chao Li | Zhongtian Bao | Linhao Li | Ziping Zhao

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Fine-grained image classification with factorized deep user click feature
Min Tan | Jian Zhou | Zhiyou Peng | Jun Yu | Fang Tang

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Karcı summarization: A simple and effective approach for automatic text summarization using Karcı entropy
Cengiz Hark | Ali Karci

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An approach for measuring semantic similarity between Wikipedia concepts using multiple inheritances
Muhammad Jawad Hussain | Shahbaz Hassan Wasti | Guangjian Huang | Lina Wei | Yuncheng Jiang | Yong Tang

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ViSSa: Recognizing the appropriateness of videos on social media with on-demand crowdsourcing
Sankar Kumar Mridha | Braznev Sarkar | Sujoy Chatterjee | Malay Bhattacharyya

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Social media video summarization using multi-Visual features and Kohnen's Self Organizing Map
Seema Rani | Mukesh Kumar

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Analyzing the topic distribution and evolution of foreign relations from parliamentary debates: A framework and case study
Wei Lu | Jiamin Wang | Jiming Hu

doi dblp
Incremental focal loss GANs
Fei Gao | Jingjie Zhu | Hanliang Jiang | Zhenxing Niu | Weidong Han | Jun Yu

doi dblp
Topical result caching in web search engines
Ida Mele | Nicola Tonellotto | Ophir Frieder | Raffaele Perego

doi dblp
A multi-cascaded model with data augmentation for enhanced paraphrase detection in short texts
Muhammad Haroon Shakeel | Asim Karim | Imdadullah Khan

doi dblp
Efficient generation of spatiotemporal relationships from spatial data streams and static data
Sungkwang Eom | Xiongnan Jin | Kyong-Ho Lee

doi dblp
Feature engineering vs. deep learning for paper section identification: Toward applications in Chinese medical literature
Sijia Zhou | Xin Li

doi dblp
Heuristics for interesting class association rule mining a colorectal cancer database
José A. Delgado-Osuna | Carlos García-Martínez | Jose Gómez Barbadillo | Sebastián Ventura

doi dblp
Google trends identifying seasons of religious gathering: applied to investigate the correlation between crowding and flu outbreak
Mariam Elhussein | Samiha Brahimi | Abdullah Alreedy | Mohammed Alqahtani | Sunday Olusanya Olatunji

doi dblp
Machine learning classification of entrepreneurs in British historical census data
Piero Montebruno | Robert J. Bennett | Harry Smith | Carry van Lieshout

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ALDONAr: A hybrid solution for sentence-level aspect-based sentiment analysis using a lexicalized domain ontology and a regularized neural attention model
Donatas Meskele | Flavius Frasincar

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Infection prediction using physiological and social data in social environments
Alejandro Baldominos | Hasan Ogul | Ricardo Colomo Palacios | José Sanz Moreno | José Manuel Gómez-Pulido

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Practical non-monotonic knowledge-base system for un-regimented domains: A Case-study in digital humanities
Luis Alberto Pineda | Noé Hernández | Ivan Torres | Gibran Fuentes | Nydia Pineda De Avila

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Learning entity-centric document representations using an entity facet topic model
Chuan Wu | Evangelos Kanoulas | Maarten de Rijke

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Information and communication technology incivility aggression in the workplace: Implications for work and family
Suzanne Zivnuska | Dawn S. Carlson | John R. Carlson | Kenneth J. Harris | Ranida B. Harris | Matthew Valle

doi dblp
Achieving and maintaining important roles in social media
Anna Zygmunt | Jaroslaw Kozlak | Bogdan Gliwa | Maria Stojkow | Dorota Zuchowska-Skiba | Yves Demazeau

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Configurable assembly of classification rules for enhancing entity resolution results
Dimas Cassimiro do Nascimento | Carlos Eduardo Santos Pires | Thiago Pereira da Nóbrega

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How Wikipedia disease information evolve over time? An analysis of disease-based articles changes
Gerardo Lagunes García | Alejandro Rodríguez González | Lucía Prieto Santamaría | Eduardo P. García del Valle | Massimiliano Zanin | Ernestina Menasalvas Ruiz

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An empirical study of interest, task complexity, and search behaviour on user engagement
Heather L. O'Brien | Jaime Arguello | Robert Capra

doi dblp
Time and sequence awareness in similarity metrics for recommendation
Pablo Sánchez | Alejandro Bellogín

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Which health and biomedical topics generate the most Facebook interest and the strongest citation relationships?
Ehsan Mohammadi | Karl B. Gregory | Mike Thelwall | Nilofar Barahmand

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Marginalized communities, emerging technologies, and social innovation in the digital age: Introduction to the special issue
Jia Tina Du | Iris Xie | Jenny Waycott

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2020 Volume 57 Issue 2

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Detecting breaking news rumors of emerging topics in social media
Sarah A. Alkhodair | Steven H. H. Ding | Benjamin C. M. Fung | Junqiang Liu

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An overview of online fake news: Characterization, detection, and discussion
Xichen Zhang | Ali A. Ghorbani

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Neural opinion dynamics model for the prediction of user-level stance dynamics
Lixing Zhu | Yulan He | Deyu Zhou

doi dblp
An evaluation of document clustering and topic modelling in two online social networks: Twitter and Reddit
Stephen A. Curiskis | Barry Drake | Thomas R. Osborn | Paul J. Kennedy

doi dblp
The rise and fall of network stars: Analyzing 2.5 million graphs to reveal how high-degree vertices emerge over time
Michael Fire | Carlos Guestrin

doi dblp
Churn modeling with probabilistic meta paths-based representation learning
Sandra Mitrovic | Jochen De Weerdt

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Boosted seed oversampling for local community ranking
Emmanouil Krasanakis | Emmanouil Schinas | Symeon Papadopoulos | Yiannis Kompatsiaris | Andreas L. Symeonidis

doi dblp
Compact group discovery in attributed graphs and social networks
Abeer Khan | Lukasz Golab | Mehdi Kargar | Jaroslaw Szlichta | Morteza Zihayat

doi dblp
User community detection via embedding of social network structure and temporal content
Hossein Fani | Eric Jiang | Ebrahim Bagheri | Feras N. Al-Obeidat | Weichang Du | Mehdi Kargar

doi dblp
Fine-grained tourism prediction: Impact of social and environmental features
Amir Khatibi | Fabiano Belém | Ana Paula Couto da Silva | Jussara M. Almeida | Marcos André Gonçalves

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On the negative impact of social influence in recommender systems: A study of bribery in collaborative hybrid algorithms
Guilherme Ramos | Ludovico Boratto | Carlos Caleiro

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A two phase investment game for competitive opinion dynamics in social networks
Swapnil Dhamal | Walid Ben-Ameur | Tijani Chahed | Eitan Altman

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Vertical and horizontal relationships amongst task-based information needs
Katriina Byström | Sanna Kumpulainen

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Class-aware tensor factorization for multi-relational classification
Georgios Katsimpras | Georgios Paliouras

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Implicit information need as explicit problems, help, and behavioral signals
Shawon Sarkar | Matthew Mitsui | Jiqun Liu | Chirag Shah

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Consumer health information needs: A systematic review of measures
Wenjing Pian | Shijie Song | Yan Zhang

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Information needs of drug users on a local dark Web marketplace
Ari Haasio | J. Tuomas Harviainen | Reijo Savolainen

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"Nothing's available": Young fathers' experiences with unmet information needs and barriers to resolving them
Caroline Mniszak | Heather L. O'Brien | Devon L. Greyson | Cathy Chabot | Jean Shoveller

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Using weighted k-means to identify Chinese leading venture capital firms incorporating with centrality measures
Hu Yang | Jar-Der Luo | Ying Fan | Li Zhu

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Changing views: Persuasion modeling and argument extraction from online discussions
Subhabrata Dutta | Dipankar Das | Tanmoy Chakraborty

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Taylor's Q1 "Visceral" level of information need: What is it?
Charles Cole

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Information need: Introduction to the special issue
Pia Borlund | Ian Ruthven

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Information Technology (IT) enabled crowdsourcing: A conceptual framework
Minoo Modaresnezhad | Lakshmi S. Iyer | Prashant Palvia | Vasyl Taras

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Graph neural news recommendation with long-term and short-term interest modeling
Linmei Hu | Chen Li | Chuan Shi | Cheng Yang | Chao Shao

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Identifying crisis-related informative tweets using learning on distributions
Seyed Hossein Ghafarian | Hadi Sadoghi Yazdi

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Pachinko Prediction: A Bayesian method for event prediction from social media data
Jonathan Tuke | Andrew Nguyen | Mehwish Nasim | Drew Mellor | Asanga Wickramasinghe | Nigel G. Bean | Lewis Mitchell

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Effectiveness evaluation without human relevance judgments: A systematic analysis of existing methods and of their combinations
Kevin Roitero | Andrea Brunello | Giuseppe Serra | Stefano Mizzaro

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An effective approach to candidate retrieval for cross-language plagiarism detection: A fusion of conceptual and keyword-based schemes
Meysam Roostaee | Mohammad Hadi Sadreddini | Seyed Mostafa Fakhrahmad

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Heterogeneous graph-based joint representation learning for users and POIs in location-based social network
Yaqiong Qiao | Xiangyang Luo | Chenliang Li | Hechan Tian | Jiangtao Ma

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A social-semantic recommender system for advertisements
Francisco García-Sánchez | Ricardo Colomo Palacios | Rafael Valencia-García

doi dblp
Towards a model for spoken conversational search
Johanne R. Trippas | Damiano Spina | Paul Thomas | Mark Sanderson | Hideo Joho | Lawrence Cavedon

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Explore instance similarity: An instance correlation based hashing method for multi-label cross-model retrieval
Chengkai Huang | Xuan Luo | Jiajia Zhang | Qing Liao | Xuan Wang | Zoe Lin Jiang | Shuhan Qi

doi dblp
What motivates physicians to share free health information on online health platforms?
Xiaofei Zhang | Feng Guo | Tianxue Xu | Yongli Li

doi dblp
Unwanted advances in higher education: Uncovering sexual harassment experiences in academia with text mining
Amir Karami | Cynthia Nicole White | Kayla Ford | Suzanne C. Swan | Melek Yildiz Spinel

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Identifying breakthrough scientific papers
Pavel Savov | Adam Jatowt | Radoslaw Nielek

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Investigating the lack of diversity in user behavior: The case of musical content on online platforms
Rémy Poulain | Fabien Tarissan

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The evolution of political memes: Detecting and characterizing internet memes with multi-modal deep learning
David M. Beskow | Sumeet Kumar | Kathleen M. Carley

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Foreword to the special issue on mining actionable insights from social networks
Marcelo Gabriel Armentano | Ebrahim Bagheri | Frank W. Takes | Virginia Yannibelli

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Revealing the political affinity of online entities through their Twitter followers
Giorgos Stamatelatos | Sotirios Gyftopoulos | George Drosatos | Pavlos S. Efraimidis

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Temporal and spatial evolution of online public sentiment on emergencies
Shiyue Li | Zixuan Liu | Yanling Li

doi dblp
Image caption generation with dual attention mechanism
Maofu Liu | Lingjun Li | Huijun Hu | Weili Guan | Jing Tian

doi dblp
Does the review deserve more helpfulness when its title resembles the content? Locating helpful reviews by text mining
Yusheng Zhou | Shuiqing Yang | Yixiao Li | Yuangao Chen | Jianrong Yao | Atika Qazi

doi dblp
Search task success evaluation by exploiting multi-view active semi-supervised learning
Ling Chen | Alin Fan | Hongyu Shi | Gencai Chen

doi dblp
An end-to-end pseudo relevance feedback framework for neural document retrieval
Le Wang | Ze Luo | Canjia Li | Ben He | Le Sun | Hao Yu | Yingfei Sun

doi dblp
Answering recreational web searches with relevant things to do results
Omar Alonso | Vasileios Kandylas | Serge-Eric Tremblay | Stewart Whiting

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2020 Volume 57 Issue 1

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A content-location-aware public welfare activity information push system based on microblog
Ling Chen | Dandan Lyu | Zhenxing Xu | Hanyu Long | Gencai Chen

doi dblp
Adverse drug event detection and extraction from open data: A deep learning approach
Brandon Fan | Weiguo Fan | Carly Smith | Harold Garner

doi dblp
An extensive study on the evolution of context-aware personalized travel recommender systems
Shini Renjith | A. Sreekumar | M. Jathavedan

doi dblp
Arabic text classification using deep learning models
Ashraf Elnagar | Ridhwan Al Debsi | Omar Einea

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Automatic identification of eyewitness messages on twitter during disasters
Kiran Zahra | Muhammad Imran | Frank O. Ostermann

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Deep adversarial model for musculoskeletal quality evaluation

doi dblp
Discovering attractive segments in the user-generated video streams
Zheng Wang | Jie Zhou | Jing Ma | Jingjing Li | Jiangbo Ai | Yang Yang

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Hybrid context enriched deep learning model for fine-grained sentiment analysis in textual and visual semiotic modality social data
Akshi Kumar | Kathiravan Srinivasan | Wen-Huang Cheng | Albert Y. Zomaya

doi dblp
Multi-modal product title compression
Lianhai Miao | Da Cao | Juntao Li | Weili Guan

doi dblp
Opinion spam detection: Using multi-iterative graph-based model
Shirin Noekhah | Naomie Binti Salim | Nor Hawaniah Zakaria

doi dblp
Rapid relevance classification of social media posts in disasters and emergencies: A system and evaluation featuring active, incremental and online learning
Marc-André Kaufhold | Markus Bayer | Christian Reuter

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Reposting negative information on microblogs: Do personality traits matter?
Chunxiao Yin | Xiaofei Zhang | Libo Liu

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SNSJam: Road traffic analysis and prediction by fusing data from multiple social networks
Balsam Alkouz | Zaher Al Aghbari

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Special issue on informatics/data analytics in smart tourism
Chulmo Koo | Lorenzo Cantoni

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The effect of the perceived risk on the adoption of the sharing economy in the tourism industry: The case of Airbnb
Jisu Yi | Gao Yuan | Changsok Yoo

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Toward creating a fairer ranking in search engine results
Ruoyuan Gao | Chirag Shah

doi dblp
Towards a real-time processing framework based on improved distributed recurrent neural network variants with fastText for social big data analytics
Badr Ait Hammou | Ayoub Ait Lahcen | Salma Mouline

doi dblp
Using multi-features to partition users for friends recommendation in location based social network
Mingjun Xin | Lijun Wu

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Voluntary sharing and mandatory provision: Private information disclosure on social networking sites
Kai Li | Liangqi Cheng | Ching-I Teng

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You talkin' to me? Exploring Human/Bot Communication Patterns during Riot Events
Ema Kusen | Mark Strembeck