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Information Processing and Management (2021)


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2021 Volume 58 Issue 1

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Succinct suffix sorting in external memory
Ling Bo Han | Yi Wu | Ge Nong

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Preliminary data-based matrix factorization approach for recommendation
Xiaofeng Yuan | Lixin Han | Subin Qian | Licai Zhu | Jun Zhu | Hong Yan

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Combining advanced computational social science and graph theoretic techniques to reveal adversarial information operations
Mustafa Alassad | Billy Spann | Nitin Agarwal

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Connecting user and item perspectives in popularity debiasing for collaborative recommendation
Ludovico Boratto | Gianni Fenu | Mirko Marras

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One-step spectral rotation clustering for imbalanced high-dimensional data
Guoqiu Wen | Xianxian Li | Yonghua Zhu | Linjun Chen | Qimin Luo | Malong Tan

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Mining product innovation ideas from online reviews
Min Zhang | Brandon Fan | Ning Zhang | Wenjun Wang | Weiguo Fan

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Detecting health misinformation in online health communities: Incorporating behavioral features into machine learning based approaches
Yuehua Zhao | Jingwei Da | Jiaqi Yan

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A quick bite and instant gratification: A simulated Yelp experiment on consumer review information foraging behavior
Makoto Nakayama | Yun Wan

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Context-Controlled Topic-Aware Neural Response Generation for Open-Domain Dialog Systems
Yanxiang Ling | Fei Cai | Xuejun Hu | Jun Liu | Wanyu Chen | Honghui Chen

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PF-BTS: A Privacy-Aware Fog-enhanced Blockchain-assisted task scheduling
Hamza Baniata | Ahmad T. Anaqreh | Attila Kertész

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Emotional Intensity-based Success Prediction Model for Crowdfunded Campaigns
Stefano Faralli | Steve Rittinghaus | Nima Samsami | Damiano Distante | Eugénio Rocha

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Exploring askers' switching from free to paid social Q&A services: A perspective on the push-pull-mooring framework
Zhouying Liu | Yuxiang (Chris) Zhao | Si Chen | Shijie Song | Preben Hansen | Qinghua Zhu

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A Survey on Blockchain for Information Systems Management and Security
David Berdik | Safa Otoum | Nikolas Schmidt | Dylan Porter | Yaser Jararweh

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Semantics-enabled query performance prediction for ad hoc table retrieval
Maryam Khodabakhsh | Ebrahim Bagheri

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What motivates Chinese consumers to avoid information about the COVID-19 pandemic?: The perspective of the stimulus-organism-response model
Shijie Song | Xinlin Yao | Nainan Wen

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A novel community answer matching approach based on phrase fusion heterogeneous information network
Yongliang Wu | Shuliang Zhao | Ruiqiang Guo

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University students' use of music for learning and well-being: A qualitative study and design implications
Xiao Hu | Jing Chen | Yuhao Wang

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Automatic classification of citizen requests for transportation using deep learning: Case study from Boston city
Narang Kim | Soongoo Hong

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CGNet: A graph-knowledge embedded convolutional neural network for detection of pneumonia
Xiang Yu | Shui-Hua Wang | Yu-Dong Zhang

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SentiDraw: Using star ratings of reviews to develop domain specific sentiment lexicon for polarity determination
Shashank Shekhar Sharma | Gautam Dutta

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The differential effects of trusting beliefs on social media users' willingness to adopt and share health knowledge
Xiao-Ling Jin | Mengjie Yin | Zhongyun Zhou | Xiaoyu Yu

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Find right countenance for your input - Improving automatic emoticon recommendation system with distributed representations
Yuki Urabe | Rafal Rzepka | Kenji Araki

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Deep context modeling for multi-turn response selection in dialogue systems
Lu Li | Chenliang Li | Donghong Ji

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Multi-context embedding based personalized place semantics recognition
Ling Chen | Mingrui Han | Hongyu Shi | Xiaoze Liu

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Convolutional neural network with margin loss for fake news detection
Mohammad Hadi Goldani | Reza Safabakhsh | Saeedeh Momtazi

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Juxtaposed Effect of Social Media Overload on Discontinuous Usage Intention: The Perspective of Stress Coping Strategies
Shunzhi Lin | Jiabao Lin | Xin (Robert) Luo | Shan Liu

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Social media rumor refutation effectiveness: Evaluation, modelling and enhancement
Zongmin Li | Qi Zhang | Xinyu Du | Yanfang Ma | Shihang Wang

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The impact of team diversity on physician teams' performance in online health communities
Han Yang | Zhijun Yan | Lin Jia | Huigang Liang

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Phrase embedding learning from internal and external information based on autoencoder
Rongsheng Li | Qinyong Yu | Shaobin Huang | Linshan Shen | Chi Wei | Xuewei Sun

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Context-sensitive gender inference of named entities in text
Sudeshna Das | Jiaul H. Paik

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EtherTwin: Blockchain-based Secure Digital Twin Information Management
Benedikt Putz | Marietheres Dietz | Philip Empl | Günther Pernul

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B-FERL: Blockchain based framework for securing smart vehicles
Chuka Oham | Regio A. Michelin | Raja Jurdak | Salil S. Kanhere | Sanjay Jha

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Introduction to the special issue on Methods and applications in the analysis of social data in healthcare
Alejandro Rodríguez González | Sebastián Ventura Soto | Paolo Soda | Jesualdo Tomás Fernández-Breis

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Identifying citation patterns of scientific breakthroughs: A perspective of dynamic citation process
Chao Min | Yi Bu | Ding Wu | Ying Ding | Yi Zhang

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How wide is the citation impact of scientific publications? A cross-discipline and large-scale analysis
Yi Bu | Wei Lu | Yifei Wu | Hongkan Chen | Yong Huang

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How does scholarly use of academic social networking sites differ by academic discipline? A case study using ResearchGate
Weiwei Yan | Yin Zhang | Tao Hu | Sonali Kudva

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WabiQA: A Wikipedia-Based Thai Question-Answering System
Thanapon Noraset | Lalita Lowphansirikul | Suppawong Tuarob

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Multi-level similarity learning for image-text retrieval
Wen-Hui Li | Song Yang | Yan Wang | Dan Song | Xuan-Ya Li

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Robust Adaptive Semi-supervised Classification Method based on Dynamic Graph and Self-paced Learning
Li Li | Kaiyi Zhao | Jiangzhang Gan | Saihua Cai | Tong Liu | Huiyu Mu | Ruizhi Sun

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User and item-aware estimation of review helpfulness
Noemi Mauro | Liliana Ardissono | Giovanna Petrone

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Co-LSTM: Convolutional LSTM model for sentiment analysis in social big data
Ranjan Kumar Behera | Monalisa Jena | Santanu Kumar Rath | Sanjay Misra

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Latency performance modeling and analysis for hyperledger fabric blockchain network
Xiaoqiong Xu | Gang Sun | Long Luo | Huilong Cao | Hongfang Yu | Athanasios V. Vasilakos

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A multimodal fake news detection model based on crossmodal attention residual and multichannel convolutional neural networks
Chenguang Song | Nianwen Ning | Yunlei Zhang | Bin Wu


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2021 Volume 58 Issue 2

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A comparative study of effective approaches for Arabic sentiment analysis
Ibrahim Abu Farha | Walid Magdy

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Improved Breast Cancer Classification Through Combining Graph Convolutional Network and Convolutional Neural Network
Yu-Dong Zhang | Suresh Chandra Satapathy | David S. Guttery | Juan Manuel Górriz | Shui-Hua Wang

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From information seeking to information avoidance: Understanding the health information behavior during a global health crisis
Saira Hanif Soroya | Ali Farooq | Khalid Mahmood | Jouni Isoaho | Shan-e Zara

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A novel reasoning mechanism for multi-label text classification
Ran Wang | Robert Ridley | Xi'ao Su | Weiguang Qu | Xinyu Dai

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Rank-based self-training for graph convolutional networks
Daniel Carlos Guimarães Pedronette | Longin Jan Latecki

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A Selection Metric for semi-supervised learning based on neighborhood construction
Mona Emadi | Jafar Tanha | Mohammad Ebrahim Shiri | Mehdi Hosseinzadeh Aghdam

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Assessing dynamic qualities of investor sentiments for stock recommendation
Jun Chang | Wenting Tu | Changrui Yu | Chuan Qin

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A deep bi-directional prediction model for live streaming recommendation
Shuai Zhang | Hongyan Liu | Jun He | Sanpu Han | Xiaoyong Du

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Glaucoma diagnosis in the Chinese context: An uncertainty information-centric Bayesian deep learning model
Yidong Chai | Yiyang Bian | Hongyan Liu | Jiaxing Li | Jie Xu

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A neural topic model with word vectors and entity vectors for short texts
Xiaowei Zhao | Deqing Wang | Zhengyang Zhao | Wei Liu | Chenwei Lu | Fuzhen Zhuang

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Understanding how and when user inertia matters in fitness app exploration: A moderated mediation model
Aoshuang Li | Yongqiang Sun | Xitong Guo | Feng Guo | JinYu Guo

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Accuracy-diversity trade-off in recommender systems via graph convolutions
Elvin Isufi | Matteo Pocchiari | Alan Hanjalic

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Amanuensis: Information provenance for health-data systems
Taylor Hardin | David Kotz

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The antecedents of effective use of hospital information systems in the chinese context: A mixed-method approach
Hongze Yang | Xitong Guo | Zeyu Peng | Kee-Hung Lai

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Transaction-based classification and detection approach for Ethereum smart contract
Teng Hu | Xiaolei Liu | Ting Chen | Xiaosong Zhang | Xiaoming Huang | Weina Niu | Jiazhong Lu | Kun Zhou | Yuan Liu

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A blockchain based incentive provisioning scheme for traffic event validation and information storage in VANETs
Adia Khalid | Muhammad Sohaib Iftikhar | Ahmad Almogren | Rabiya Khalid | Muhammad Khalil Afzal | Nadeem Javaid

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Understanding the determinants of online medical crowdfunding project success in China
Zhichao Ba | Yuxiang (Chris) Zhao | Shijie Song | Qinghua Zhu

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Blockchain-based authentication and authorization for smart city applications
Christian Esposito | Massimo Ficco | Brij Bhooshan Gupta

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Customer-oriented product and service design by a novel quality function deployment framework with complex linguistic evaluations
Xingli Wu | Huchang Liao

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Research on pathways of expert finding on academic social networking sites
Dan Wu | Shu Fan | Fang Yuan


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2021 Volume 58 Issue 3

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Trio-based collaborative multi-view graph clustering with multiple constraints
Ru Wang | Lin Li | Xiaohui Tao | Xiao Dong | Peipei Wang | Peiyu Liu

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Accurate and decentralized timestamping using smart contracts on the Ethereum blockchain
Gabriel Estevam | Lucas M. Palma | Luan R. Silva | Jean Everson Martina | Martín Vigil

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An entity-graph based reasoning method for fact verification
Chonghao Chen | Fei Cai | Xuejun Hu | Jianming Zheng | Yanxiang Ling | Honghui Chen

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MTTLADE: A multi-task transfer learning-based method for adverse drug events extraction
Ed-drissiya El-allaly | Mourad Sarrouti | Noureddine Ennahnahi | Said Ouatik El Alaoui

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DOFM: Domain Feature Miner for robust extractive summarization
Hiren Kumar Thakkar | Prasan Kumar Sahoo | Pranab Mohanty

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An investigation of task characteristics and users' evaluation of interaction design in different online health information systems
Yuelin Li | Xiaojun Yuan | Ruoqi Che

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XBlock-EOS: Extracting and exploring blockchain data from EOSIO
Weilin Zheng | Zibin Zheng | Hong-Ning Dai | Xu Chen | Peilin Zheng

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FAR-ASS: Fact-aware reinforced abstractive sentence summarization
Mengli Zhang | Gang Zhou | Wanting Yu | Wenfen Liu

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Reddit entity linking dataset
Nicholas Botzer | Yifan Ding | Tim Weninger

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Evaluation and analysis of Data Management Plan tools: A parametric approach
Sagar Bhimrao Gajbe | Amit Tiwari | Gopalji | Ranjeet Kumar Singh

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On the cost-effectiveness of neural and non-neural approaches and representations for text classification: A comprehensive comparative study
Washington Cunha | Vítor Mangaravite | Christian Gomes | Sérgio D. Canuto | Elaine Resende | Cecilia Nascimento | Felipe Viegas | Celso França | Wellington Santos Martins | Jussara M. Almeida | Thierson Rosa | Leonardo Rocha | Marcos André Gonçalves

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Customized blockchain-based architecture for secure smart home for lightweight IoT
Meryem Ammi | Shatha Alarabi | Elhadj Benkhelifa

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Assessing the behavior and performance of a supervised term-weighting technique for topic-based retrieval
Mariano Maisonnave | Fernando Delbianco | Fernando Tohmé | Ana Gabriela Maguitman

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Deep transfer learning baselines for sentiment analysis in Russian
Sergey Smetanin | Mikhail M. Komarov

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A deep learning-based multi-turn conversation modeling for diagnostic Q&A document recommendation
Zhan Yang | Wei Xu | Runyu Chen

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Turn to the Internet First? Using Online Medical Behavioral Data to Forecast COVID-19 Epidemic Trend
Wensen Huang | Bolin Cao | Guang Yang | Ningzheng Luo | Naipeng Chao

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Pyramid regional graph representation learning for content-based video retrieval
Guoping Zhao | Mingyu Zhang | Yaxian Li | Jiajun Liu | Bingqing Zhang | Ji-Rong Wen

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Chinese College Students' Source Selection and Use in Searching for Health-related Information Online
Xiaoxuan Song | Chang Liu | Yan Zhang

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Converting readers to patients? From free to paid knowledge-sharing in online health communities
Fanbo Meng | Xiaofei Zhang | Libo Liu | Changchang Ren

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A novel Dual-Blockchained structure for contract-theoretic LoRa-based information systems
Guangsheng Yu | Litianyi Zhang | Xu Wang | Kan Yu | Wei Ni | J. Andrew Zhang | Ren Ping Liu

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Zipfian regularities in "non-point" word representations
Furkan Sahinuç | Aykut Koç

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Adaptive time series prediction and recommendation
Yang Wang | Lixin Han

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Learning to rank implicit entities on Twitter
Hawre Hosseini | Ebrahim Bagheri

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Embedding metadata in images at time of capture using physical Quick Response (QR) codes
Gareth N. Hill | Mark Albert Whitty

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Automated identification of bias inducing words in news articles using linguistic and context-oriented features
Timo Spinde | Lada Rudnitckaia | Jelena Mitrovic | Felix Hamborg | Michael Granitzer | Bela Gipp | Karsten Donnay

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Proof-of-Contribution consensus mechanism for blockchain and its application in intellectual property protection
Hongyu Song | Nafei Zhu | Ruixin Xue | Jingsha He | Kun Zhang | Jianyu Wang

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ALICIA: Applied Intelligence in blockchain based VANET: Accident Validation as a Case Study
Shirshak Raja Maskey | Shahriar Badsha | Shamik Sengupta | Ibrahim Khalil

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A secure authorized deduplication scheme for cloud data based on blockchain
Guipeng Zhang | Zhenguo Yang | Haoran Xie | Wenyin Liu

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Designing a GDPR compliant blockchain-based IoV distributed information tracking system
Lelio Campanile | Mauro Iacono | Fiammetta Marulli | Michele Mastroianni

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Privacy Protected Blockchain Based Architecture and Implementation for Sharing of Students' Credentials
Raaj Anand Mishra | Anshuman Kalla | An Braeken | Madhusanka Liyanage

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Exploring the freemium business model for online medical consultation services in China
Jinglu Jiang | Ming Yang | Melody Y. Kiang | Ann-Frances Cameron

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What patients like or dislike in physicians: Analyzing drivers of patient satisfaction and dissatisfaction using a digital topic modeling approach
Adnan Muhammad Shah | Xiangbin Yan | Samia Tariq | Mudassar Ali

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The Information Needs of Chinese Family members of Cancer Patients in the Online Health Community: What and Why?
Dan Ma | Meiyun Zuo | Liu Liu

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A blockchain-based code copyright management system
Nan Jing | Qi Liu | Vijayan Sugumaran

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Bias-Aware Hierarchical Clustering for detecting the discriminated groups of users in recommendation systems
Joanna Misztal-Radecka | Bipin Indurkhya

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Humor meets morality: Joke generation based on moral judgement
Hiroaki Yamane | Yusuke Mori | Tatsuya Harada

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Do topic consistency and linguistic style similarity affect online review helpfulness? An elaboration likelihood model perspective
Shuiqing Yang | Chuanmei Zhou | Yuangao Chen

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Deconstructing search tasks in interactive information retrieval: A systematic review of task dimensions and predictors
Jiqun Liu

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Lightweight Blockchain Framework using Enhanced Master-Slave Blockchain Paradigm: Fair Rewarding Mechanism using Reward Accuracy Model
Omeshika A. S. Ekanayake | Malka N. Halgamuge

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How well do hate speech, toxicity, abusive and offensive language classification models generalize across datasets?
Paula Fortuna | Juan Soler Company | Leo Wanner

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Multi-service model for blockchain networks
Fátima Leal | Adriana E. Chis | Horacio González-Vélez

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On the design and implementation of a secure blockchain-based hybrid framework for Industrial Internet-of-Things
Geetanjali Rathee | Farhan Ahmad | Rajinder Sandhu | Chaker Abdelaziz Kerrache | Muhammad Ajmal Azad

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Edge-Based Blockchain Architecture for Event-Driven IoT using Hierarchical Identity Based Encryption
Deepa Pavithran | Jamal N. Al-Karaki | Khaled Shaalan

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Blockchain-based privacy preservation for supply chains supporting lightweight multi-hop information accountability
Lennart Bader | Jan Pennekamp | Roman Matzutt | David Hedderich | Markus Kowalski | Volker Lücken | Klaus Wehrle

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Mapping WordNet onto human brain connectome in emotion processing and semantic similarity recognition
Jan Kocon | Marek Maziarz

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A movie recommendation method based on users' positive and negative profiles
Yen-Liang Chen | Yi-Hsin Yeh | Man-Rong Ma

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A sentiment-aware deep learning approach for personality detection from text
Zhancheng Ren | Qiang Shen | Xiaolei Diao | Hao Xu

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Exploiting temporal changes in query submission behavior for improving the search engine result cache performance
Tayfun Kucukyilmaz

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A Survey on Concept Factorization: From Shallow to Deep Representation Learning
Zhao Zhang | Yan Zhang | Mingliang Xu | Li Zhang | Yi Yang | Shuicheng Yan

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hOCBS: A privacy-preserving blockchain framework for healthcare data leveraging an on-chain and off-chain system design
Ken Miyachi | Timothy Mackey

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Text summarization using topic-based vector space model and semantic measure
Ramesh Chandra Belwal | Sawan Rai | Atul Gupta

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LearningToAdapt with word embeddings: Domain adaptation of Named Entity Recognition systems
Debora Nozza | Pikakshi Manchanda | Elisabetta Fersini | Matteo Palmonari | Enza Messina

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Helpfulness of online consumer reviews: A multi-perspective approach
Satanik Mitra | Mamata Jenamani

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QLLog: A log anomaly detection method based on Q-learning algorithm
Xiaoyu Duan | Shi Ying | Wanli Yuan | Hailong Cheng | Xiang Yin

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A little bird told me your gender: Gender inferences in social media
Eduard Fosch Villaronga | Adam Poulsen | Roger Andre Søraa | B. H. M. Custers

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Leveraging semantic features for recommendation: Sentence-level emotion analysis
Chen Yang | Xiaohong Chen | Lei Liu | Penny Sweetser

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IoT root union: A decentralized name resolving system for IoT based on blockchain
Shen Su | Zhihong Tian | Shuang Li | Jinxi Deng | Lihua Yin | Xiaojiang Du | Mohsen Guizani


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2021 Volume 58 Issue 4

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An examination of the cryptocurrency pump-and-dump ecosystem
J. T. Hamrick | Farhang Rouhi | Arghya Mukherjee | Amir Feder | Neil Gandal | Tyler Moore | Marie Vasek

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Development of a dialogue-based guidance system for narrow area navigation
Yasuhiro Yoshida | Fumito Masui | Michal Ptaszynski

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A joint learning approach with knowledge injection for zero-shot cross-lingual hate speech detection
Endang Wahyu Pamungkas | Valerio Basile | Viviana Patti

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A novel multi-view clustering approach via proximity-based factorization targeting structural maintenance and sparsity challenges for text and image categorization
Monika Bansal | Dolly Sharma

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A secure heuristic semantic searching scheme with blockchain-based verification
Wenyuan Yang | Boyu Sun | Yuesheng Zhu | Dehao Wu

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Quantum-Inspired Blockchain-Based Cybersecurity: Securing Smart Edge Utilities in IoT-Based Smart Cities
Ahmed A. Abd El-Latif | Bassem Abd-El-Atty | Irfan Mehmood | Khan Muhammad | Salvador E. Venegas-Andraca | Jialiang Peng

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Word sense disambiguation based on context selection using knowledge-based word similarity
Sunjae Kwon | Dongsuk Oh | Youngjoong Ko

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Recency and quality-based ranking question in CQAs: A Stack Overflow case study
Leandro Amancio | Carina F. Dorneles | Daniel Hasan Dalip

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Characterizing the dissemination of misinformation on social media in health emergencies: An empirical study based on COVID-19
Cheng Zhou | Haoxin Xiu | Yuqiu Wang | Xinyao Yu

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A machine learning, bias-free approach for predicting business success using Crunchbase data
Kamil Zbikowski | Piotr Antosiuk

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A novel framework for policy based on-chain governance of blockchain networks
Taner Dursun | Burak Berk Üstündag

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Methodological performance analysis applied to a novel IIoT access control system based on permissioned blockchain
Santiago Figueroa-Lorenzo | Javier Añorga | Saioa Arrizabalaga

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Changing the narrative perspective: From deictic to anaphoric point of view
Mike Chen | Razvan C. Bunescu

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A high-performance native approach to adaptive blockchain smart-contract transmission and execution
Spataru Alexe Luca | Ciprian-Petrisor Pungila | Marco Radovancovici

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Characterizing the patterns of China's policies against COVID-19: A bibliometric study
Jiang Wu | Kaili Wang | Chaocheng He | Xiao Huang | Ke Dong

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DWIE: An entity-centric dataset for multi-task document-level information extraction
Klim Zaporojets | Johannes Deleu | Chris Develder | Thomas Demeester

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EKGTF: A knowledge-enhanced model for optimizing social network-based meteorological briefings
Kaize Shi | Yusen Wang | Hao Lu | Yifan Zhu | Zhendong Niu

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Security reinforcement for Ethereum virtual machine
Fuchen Ma | Meng Ren | Ying Fu | Mingzhe Wang | Huizhong Li | Houbing Song | Yu Jiang

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Scalable recommendations using decomposition techniques based on Voronoi diagrams
Joydeep Das | Subhashis Majumder | Prosenjit Gupta | Suman Datta

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Closed-loop and open-loop authentication protocols for blockchain-based IoT systems
Seyed Farhad Aghili | Hamid Mala | Christian Schindelhauer | Mohammad Shojafar | Rahim Tafazolli

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Combat COVID-19 infodemic using explainable natural language processing models
Jackie Ayoub | X. Jessie Yang | Feng Zhou

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Enhancing Traceability of Infectious Diseases: A Blockchain-Based Approach
Peng Zhu | Jian Hu | Yue Zhang | Xiaotong Li

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Information representation of blockchain technology: Risk evaluation of investment by personalized quantifier with cubic spline interpolation
Zhi Wen | Huchang Liao | Ali Emrouznejad

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A blockchain empowered and privacy preserving digital contact tracing platform
Eranga Bandara | Xueping Liang | Peter Foytik | Sachin Shetty | Crissie Hall | Daniel Bowden | Nalin Ranasinghe | Kasun De Zoysa

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Understanding roles in collaborative information behaviour: a case of Chinese group travelling
Edwin Mouda Ye | Jia Tina Du | Preben Hansen | Helen Ashman | Marianna Sigala | Songshan (Sam) Huang

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Patent transformation opportunity to realize patent value: Discussion about the conditions to be used or exchanged
Weidong Liu | Wenbo Qiao | Yu Wang | Zheng Xu

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Influence of Online Social Support on the Public's Belief in Overcoming COVID-19
Zhong Yao | Pengfei Tang | Jiarong Fan | Jing Luan

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Taxonomy of centralization in public blockchain systems: A systematic literature review
Ashish Rajendra Sai | Jim Buckley | Brian Fitzgerald | Andrew Le Gear

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Blockchain-based royalty contract transactions scheme for Industry 4.0 supply-chain management
Dhyey Mehta | Sudeep Tanwar | Umesh Bodkhe | Arpit Shukla | Neeraj Kumar

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Al-SPSD: Anti-leakage smart Ponzi schemes detection in blockchain
Shuhui Fan | Shaojing Fu | Haoran Xu | Xiaochun Cheng

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Adaptive and hybrid context-aware fine-grained word sense disambiguation in topic modeling based document representation
Wenbo Li | Einoshin Suzuki

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SC-Com: Spotting Collusive Community in Opinion Spam Detection
HyungHo Byun | Sihyun Jeong | Chong-kwon Kim

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Detecting research topic trends by author-defined keyword frequency
Wei Lu | Shengzhi Huang | Jinqing Yang | Yi Bu | Qikai Cheng | Yong Huang

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Trends in blockchain-based electronic voting systems
Michal Pawlak | Aneta Poniszewska-Maranda

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Enhanced prototypical network for few-shot relation extraction
Wen Wen | Yongbin Liu | Chunping Ouyang | Qiang Lin | Tong Lee Chung

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Stance detection on social media: State of the art and trends
Abeer AlDayel | Walid Magdy

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Detecting the target of sarcasm is hard: Really??
Pradeesh Parameswaran | Andrew Trotman | Veronica Liesaputra | David M. Eyers

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Machine Learning and feature engineering-based study into sarcasm and irony classification with application to cyberbullying detection
Chia Zheng Lin | Michal Ptaszynski | Fumito Masui | Gniewosz Leliwa | Michal Wroczynski

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Modeling search and session effectiveness
Alfan Farizki Wicaksono | Alistair Moffat

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Lightweight blockchain consensus mechanism and storage optimization for resource-constrained IoT devices
Chunlin Li | Jing Zhang | Xianmin Yang | Youlong Luo

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SPChain: Blockchain-based medical data sharing and privacy-preserving eHealth system
Renpeng Zou | Xixiang Lv | Jingsong Zhao


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2021 Volume 58 Issue 5

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Pattern and content controlled response generation
Haifeng Sun | Daixuan Cheng | Jingyu Wang | Qi Qi | Jianxin Liao

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In Codice Ratio: A crowd-enabled solution for low resource machine transcription of the Vatican Registers
Elena Nieddu | Donatella Firmani | Paolo Merialdo | Marco Maiorino

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Investigating and counteracting popularity bias in group recommendations
Emre Yalcin | Alper Bilge

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On the effects of aggregation strategies for different groups of users in venue recommendation
Pablo Sánchez | Alejandro Bellogín

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Detecting fake news by exploring the consistency of multimodal data
Junxiao Xue | Yabo Wang | Yichen Tian | Yafei Li | Lei Shi | Lin Wei

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Combining deep neural network and bibliometric indicator for emerging research topic prediction
Zhentao Liang | Jin Mao | Kun Lu | Zhichao Ba | Gang Li

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Coping tactics of blind and visually impaired users: Responding to help-seeking situations in the digital library environment
Iris Xie | Rakesh Babu | Tae Hee Lee | Shengang Wang | Hyun Seung Lee

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User-Defined SWOT analysis - A change mining perspective on user-generated content
Li-Chen Cheng | Kuanchin Chen | Ming-Chu Lee | Kua-Mai Li

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Neural variational sparse topic model for sparse explainable text representation
Qianqian Xie | Prayag Tiwari | Deepak Gupta | Jimin Huang | Min Peng

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A creative approach to understanding the hidden information within the business data using Deep Learning
Yuanfeng Luo | Chuantao Yao | Yue Mo | Baoji Xie | Guijun Yang | Huiyang Gui

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Improving classifier training efficiency for automatic cyberbullying detection with Feature Density
Juuso Kalevi Kristian Eronen | Michal Ptaszynski | Fumito Masui | Aleksander Smywinski-Pohl | Gniewosz Leliwa | Michal Wroczynski

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Technical due diligence as a methodology for assessing risks in start-up ecosystems: An advanced approach
Ivan Sanz-Prieto | Luis de la Fuente Valentín | Sergio Ríos-Aguilar

doi dblp
Propagation2Vec: Embedding partial propagation networks for explainable fake news early detection
Amila Silva | Yi Han | Ling Luo | Shanika Karunasekera | Christopher Leckie

doi dblp
A taxonomy for Blockchain based distributed storage technologies
Omer F. Cangir | Onur Cankur | Adnan Ozsoy

doi dblp
Heterogeneous type-specific entity representation learning for recommendations in e-commerce network
Jianxing Zheng | Qinwen Li | Jian Liao

doi dblp
Recognition and determination of fuzzy logical relationship in the system fault evolution process
Tiejun Cui | Shasha Li

doi dblp
Misinformation detection using multitask learning with mutual learning for novelty detection and emotion recognition
Rina Kumari | Nischal Ashok | Tirthankar Ghosal | Asif Ekbal

doi dblp
The power of social learning: How do observational and word-of-mouth learning influence online consumer decision processes?
Fenghua Wang | Mohan Wang | Yan Wan | Jia Jin | Yu Pan

doi dblp
How the type and valence of feedback information influence volunteers' knowledge contribution in citizen science projects
Jian Tang | Xinxue Zhou | Yuxiang (Chris) Zhao | Tianmei Wang

doi dblp
Join or not: The impact of physicians' group joining behavior on their online demand and reputation in online health communities
Wanxin Qiao | Zhijun Yan | Xiaohan Wang

doi dblp
Globally normalized neural model for joint entity and event extraction
Junchi Zhang | Wenzhi Huang | Donghong Ji | Yafeng Ren

doi dblp
Improving On-line Scientific Resource Profiling by Exploiting Resource Citation Information in the Literature
Anqing Zheng | He Zhao | Zhunchen Luo | Chong Feng | Xiaopeng Liu | Yuming Ye

doi dblp
Modeling label-wise syntax for fine-grained sentiment analysis of reviews via memory-based neural model
Ling Zhao | Ying Liu | Mingyao Zhang | Tingting Guo | Lijiao Chen

doi dblp
Machine learning fairness notions: Bridging the gap with real-world applications
Karima Makhlouf | Sami Zhioua | Catuscia Palamidessi

doi dblp
Offensive, aggressive, and hate speech analysis: From data-centric to human-centered approach
Jan Kocon | Alicja Figas | Marcin Gruza | Daria Puchalska | Tomasz Kajdanowicz | Przemyslaw Kazienko

doi dblp
Can you fool AI by doing a 180? - A case study on authorship analysis of texts by Arata Osada
Jagna Nieuwazny | Karol Nowakowski | Michal Ptaszynski | Fumito Masui

doi dblp
Convolutional neural encoding of online reviews for the identification of travel group type topics on TripAdvisor
Francisco Jose Arenas-Márquez | María del Rocío Martínez Torres | Sergio Toral

doi dblp
Fairness metrics and bias mitigation strategies for rating predictions
Ashwathy Ashokan | Christian Haas

doi dblp
Enhanced Deep Discrete Hashing with semantic-visual similarity for image retrieval
Zhan Yang | Liu Yang | Wenti Huang | Longzhi Sun | Jun Long

doi dblp
Understanding the dark side of gamification health management: A stress perspective
Hualong Yang | Dan Li

doi dblp
Enhancing the efficiency and scalability of blockchain through probabilistic verification and clustering
Mengya Li | Yang Qin | Bing Liu | Xiaowen Chu

doi dblp
Privacy preserving in blockchain-based government data sharing: A Service-On-Chain (SOC) approach
Chunhui Piao | Yurong Hao | Jiaqi Yan | Xuehong Jiang

doi dblp
When classification accuracy is not enough: Explaining news credibility assessment
Piotr Przybyla | Axel J. Soto

doi dblp
Do you see what I see? Images of the COVID-19 pandemic through the lens of Google
Monica Lestari Paramita | Kalia Orphanou | Evgenia Christoforou | Jahna Otterbacher | Frank Hopfgartner

doi dblp
Investigating the impact of recommender systems on user-based and item-based popularity bias
Mehdi Elahi | Danial Khosh Kholgh | Mohammad Sina Kiarostami | Sorush Saghari | Shiva Parsa Rad | Marko Tkalcic

doi dblp
A machine learning-based sentiment analysis of online product reviews with a novel term weighting and feature selection approach
Huiliang Zhao | Zhenghong Liu | Xuemei Yao | Qin Yang

doi dblp
FairLens: Auditing black-box clinical decision support systems
Cecilia Panigutti | Alan Perotti | André Panisson | Paolo Bajardi | Dino Pedreschi

doi dblp
Comparison of MeSH terms and KeyWords Plus terms for more accurate classification in medical research fields. A case study in cannabis research
Juan Carlos Valderrama Zurián | Carlos García-Zorita | Sergio Marugan-Lazaro | Elías Sanz-Casado

doi dblp
HHGN: A Hierarchical Reasoning-based Heterogeneous Graph Neural Network for fact verification
Chonghao Chen | Fei Cai | Xuejun Hu | Wanyu Chen | Honghui Chen

doi dblp
Developing a socio-computational approach to examine toxicity propagation and regulation in COVID-19 discourse on YouTube
Adewale Obadimu | Tuja Khaund | Esther Mead | Thomas Marcoux | Nitin Agarwal

doi dblp
Characterizing scientists leaving science before their time: Evidence from mathematics
Zhenyue Zhao | Yi Bu | Jiang Li

doi dblp
Explaining recommender systems fairness and accuracy through the lens of data characteristics
Yashar Deldjoo | Alejandro Bellogín | Tommaso Di Noia

doi dblp
Fair multi-stakeholder news recommender system with hypergraph ranking
Alireza Gharahighehi | Celine Vens | Konstantinos Pliakos

doi dblp
AOMD: An analogy-aware approach to offensive meme detection on social media
Lanyu Shang | Yang Zhang | Yuheng Zha | Yingxi Chen | Christina Youn | Dong Wang

doi dblp
Persuasion strategies of misinformation-containing posts in the social media
Sijing Chen | Lu Xiao | Jin Mao

doi dblp
Investigating gender fairness of recommendation algorithms in the music domain
Alessandro B. Melchiorre | Navid Rekabsaz | Emilia Parada-Cabaleiro | Stefan Brandl | Oleg Lesota | Markus Schedl

doi dblp
Analyzing the impact of social networks and social behavior on electronic business during COVID-19 pandemic
Cheng Luo

doi dblp
Genetic algorithm based rumor mitigation in online social networks through counter-rumors: A multi-objective optimization
Priyanka Parimi | Rashmi Ranjan Rout

doi dblp
Fuzzy inference based Hegselmann-Krause opinion dynamics for group decision-making under ambiguity
Yiyi Zhao | Min Xu | Yucheng Dong | Yi Peng

doi dblp
Contextualized query expansion via unsupervised chunk selection for text retrieval
Zhi Zheng | Kai Hui | Ben He | Xianpei Han | Le Sun | Andrew Yates

doi dblp
A Deep Learning-Based Approach to Constructing a Domain Sentiment Lexicon: a Case Study in Financial Distress Prediction
Shixuan Li | Wenxuan Shi | Jiancheng Wang | Heshen Zhou

doi dblp
Multiphase fault tolerance genetic algorithm for vm and task scheduling in datacenter
Samira Kanwal | Zeshan Iqbal | Fadi Al-Turjman | Aun Irtaza | Muhammad Attique Khan

doi dblp
Catch me if you can: A participant-level rumor detection framework via fine-grained user representation learning
Xueqin Chen | Fan Zhou | Fengli Zhang | Marcello M. Bonsangue

doi dblp
Adversarial network integrating dual attention and sparse representation for semi-supervised semantic segmentation
Ge Jin | Chuancai Liu | Xu Chen

doi dblp
Natural language processing in law: Prediction of outcomes in the higher courts of Turkey
Emre Mumcuoglu | Ceyhun E. Öztürk | Haldun M. Özaktas | Aykut Koç

doi dblp
A temporally dynamic examination of research method usage in the Chinese library and information science community
Wen Lou | Zilong Su | Jiangen He | Kai Li


up

2021 Volume 58 Issue 6

doi dblp
Detecting ethnicity-targeted hate speech in Russian social media texts
Ekaterina V. Pronoza | Polina Panicheva | Olessia Koltsova | Paolo Rosso

doi dblp
A Non-Blind Deconvolution Semi Pipelined Approach to Understand Text in Blurry Natural Images for Edge Intelligence
Ghulam Jillani Ansari | Jamal Hussain Shah | Muhammad Attique Khan | Muhammad Sharif | Usman Tariq | Tallha Akram

doi dblp
Linguistic characteristics and the dissemination of misinformation in social media: The moderating effect of information richness
Cheng Zhou | Kai Li | Yanhong Lu

doi dblp
Fine-grained depression analysis based on Chinese micro-blog reviews
Tingting Yang | Fei Li | Donghong Ji | Xiaohui Liang | Tian Xie | Shuwan Tian | Bobo Li | Peitong Liang

doi dblp
Adaptive utterance rewriting for conversational search
Ida Mele | Cristina Ioana Muntean | Franco Maria Nardini | Raffaele Perego | Nicola Tonellotto | Ophir Frieder

doi dblp
A clustering approach to extract data from HTML tables
Patricia Jiménez | Juan C. Roldán | Rafael Corchuelo

doi dblp
On the efficacy of old features for the detection of new bots
Rocco De Nicola | Marinella Petrocchi | Manuel Pratelli

doi dblp
Sending or not? A multimodal framework for Danmaku comment prediction
Dinghao Xi | Wei Xu | Runyu Chen | Yuhang Zhou | Zhan Yang

doi dblp
On the effect of relevance scales in crowdsourcing relevance assessments for Information Retrieval evaluation
Kevin Roitero | Eddy Maddalena | Stefano Mizzaro | Falk Scholer

doi dblp
Touching text line segmentation combined local baseline and connected component for Uchen Tibetan historical documents
Pengfei Hu | Weilan Wang | Qiaoqiao Li | Tiejun Wang

doi dblp
Tag embedding based personalized point of interest recommendation system
Suraj Agrawal | Dwaipayan Roy | Mandar Mitra

doi dblp
A selective ensemble learning based two-sided cross-domain collaborative filtering algorithm
Xu Yu | Qinglong Peng | Lingwei Xu | Feng Jiang | Junwei Du | Dunwei Gong

doi dblp
Financial Risk Evaluation Z-Score Model for Intelligent IoT-based Enterprises
Lei Zhu | Menghao Li | N. Metawa

doi dblp
A novel regularized asymmetric non-negative matrix factorization for text clustering
Mehdi Hosseinzadeh Aghdam | Mohammad Daryaie Zanjani

doi dblp
Dynamic customer churn prediction strategy for business intelligence using text analytics with evolutionary optimization algorithms
Irina Valeryevna Pustokhina | Denis Alexandrovich Pustokhin | Aswathy RH | T. Jayasankar | C. Jeyalakshmi | Vicente García-Díaz | K. Shankar

doi dblp
Global cryptocurrency trend prediction using social media
M. Poongodi | Tu N. Nguyen | Mounir Hamdi | Korhan Cengiz

doi dblp
Learning multimodal word representation with graph convolutional networks
Wenhao Zhu | Shuang Liu | Chaoming Liu

doi dblp
The many dimensions of truthfulness: Crowdsourcing misinformation assessments on a multidimensional scale
Michael Soprano | Kevin Roitero | David La Barbera | Davide Ceolin | Damiano Spina | Stefano Mizzaro | Gianluca Demartini

doi dblp
A GA-based algorithm meets the fair ranking problem
Saedeh Tahery | Seyyede Zahra Aftabi | Saeed Farzi

doi dblp
Temporally evolving graph neural network for fake news detection
Chenguang Song | Kai Shu | Bin Wu

doi dblp
The causes, impacts and countermeasures of COVID-19 "Infodemic": A systematic review using narrative synthesis
Wenjing Pian | Jianxing Chi | Feicheng Ma

doi dblp
Information avoidance during health crises: Predictors of avoiding information about the COVID-19 pandemic among german news consumers
Elena Link

doi dblp
Hierarchical temporal-spatial preference modeling for user consumption location prediction in Geo-Social Networks
Shuai Xu | Dechang Pi | Jiuxin Cao | Xiaoming Fu

doi dblp
A Choice-based conjoint analysis of social media picture posting and souvenir purchasing preference: A case study of social analytics on tourism
Jiahao Zhang | Xindong Wei | Hiroatsu Fukuda | Li Zhang | Xiangnan Ji

doi dblp
Semi-supervised emotion recognition in textual conversation via a context-augmented auxiliary training task
Liangyi Kang | Jie Liu | Lingqiao Liu | Zhiyang Zhou | Dan Ye

doi dblp
Multi-granularity sequential neural network for document-level biomedical relation extraction
Xiaofeng Liu | Kaiwen Tan | Shoubin Dong

doi dblp
Predictors and outcomes of individual knowledge on early-stage pandemic: Social media, information credibility, public opinion, and behaviour in a large-scale global study
Yash Chawla | Agnieszka Radziwon | Laurent Scaringella | Ewa Lazarczyk Carlson | Marco Greco | Paulo Duarte Silveira | Eduardo Pestana de Aguiar | QingYang Shen | Markus Will | Anna Kowalska-Pyzalska

doi dblp
Is diversity optimization always suitable? Toward a better understanding of diversity within recommendation approaches
Yu Du | Sylvie Ranwez | Nicolas Sutton-Charani | Vincent Ranwez

doi dblp
Towards user-oriented privacy for recommender system data: A personalization-based approach to gender obfuscation for user profiles
Manel Slokom | Alan Hanjalic | Martha A. Larson

doi dblp
Deep contextualized text representation and learning for fake news detection
Mohammadreza Samadi | Maryam Mousavian | Saeedeh Momtazi

doi dblp
Decentralizing science: Towards an interoperable open peer review ecosystem using blockchain
Ámbar Tenorio-Fornés | Elena Pérez Tirador | Antonio A. Sánchez-Ruiz | Samer Hassan

doi dblp
Organizational business intelligence and decision making using big data analytics
Yanfang Niu | Limeng Ying | Jie Yang | Mengqi Bao | C. B. Sivaparthipan

doi dblp
Super efficiency SBM-DEA and neural network for performance evaluation
Kaiyang Zhong | Yifan Wang | Jiaming Pei | Shimeng Tang | Zonglin Han

doi dblp
Aspect-Based Pair-Wise Opinion Generation in Chinese automotive reviews: Design of the task, dataset and model
Yijiang Liu | Fei Li | Donghong Ji

doi dblp
A rumor reversal model of online health information during the Covid-19 epidemic
Xiwei Wang | Yueqi Li | Jiaxing Li | Yutong Liu | Chengcheng Qiu

doi dblp
Demographics and topics impact on the co-spread of COVID-19 misinformation and fact-checks on Twitter
Grégoire Burel | Tracie Farrell | Harith Alani

doi dblp
Adaptive reverse graph learning for robust subspace learning
Chang-An Yuan | Zhi Zhong | Cong Lei | Xiaofeng Zhu | Rongyao Hu

doi dblp
A simple and efficient text matching model based on deep interaction
Chuanming Yu | Haodong Xue | Yifan Jiang | Lu An | Gang Li

doi dblp
Privacy-enhancing distributed protocol for data aggregation based on blockchain and homomorphic encryption
Cristina Regueiro | Iñaki Seco | Santiago de Diego | Oscar Lage | Leire Etxebarria

doi dblp
TechWordNet: Development of semantic relation for technology information analysis using F-term and natural language processing
Hyejin Jang | Byungun Yoon