Information Processing and Management (2021)

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2021 Volume 58 Issue 1

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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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PF-BTS: A Privacy-Aware Fog-enhanced Blockchain-assisted task scheduling.
Hamza Baniata|Ahmad T. Anaqreh|Attila Kertész
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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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A Survey on Blockchain for Information Systems Management and Security.
David Berdik|Safa Otoum|Nikolas Schmidt|Dylan Porter|Yaser Jararweh
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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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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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Multi-context embedding based personalized place semantics recognition.
Ling Chen|Mingrui Han|Hongyu Shi|Xiaoze Liu
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Context-sensitive gender inference of named entities in text.
Sudeshna Das|Jiaul H. Paik
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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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Convolutional neural network with margin loss for fake news detection.
Mohammad Hadi Goldani|Reza Safabakhsh|Saeedeh Momtazi
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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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Succinct suffix sorting in external memory.
Ling Bo Han|Yi Wu|Ge Nong
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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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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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Semantics-enabled query performance prediction for ad hoc table retrieval.
Maryam Khodabakhsh|Ebrahim Bagheri
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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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Deep context modeling for multi-turn response selection in dialogue systems.
Lu Li|Chenliang Li|Donghong Ji
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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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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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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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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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Multi-level similarity learning for image-text retrieval.
Wen-Hui Li|Song Yang|Yan Wang|Dan Song|Xuanya Li
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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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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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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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A quick bite and instant gratification: A simulated Yelp experiment on consumer review information foraging behavior.
Makoto Nakayama|Yun Wan
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WabiQA: A Wikipedia-Based Thai Question-Answering System.
Thanapon Noraset|Lalita Lowphansirikul|Suppawong Tuarob
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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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EtherTwin: Blockchain-based Secure Digital Twin Information Management.
Benedikt Putz|Marietheres Dietz|Philip Empl|Günther Pernul
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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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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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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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Find right countenance for your input - Improving automatic emoticon recommendation system with distributed representations.
Yuki Urabe|Rafal Rzepka|Kenji Araki
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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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A novel community answer matching approach based on phrase fusion heterogeneous information network.
Yongliang Wu|Shuliang Zhao|Ruiqiang Guo
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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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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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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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Preliminary data-based matrix factorization approach for recommendation.
Xiaofeng Yuan|Lixin Han|Subin Qian|Licai Zhu|Jun Zhu|Hong Yan
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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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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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2021 Volume 58 Issue 2

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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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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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Assessing dynamic qualities of investor sentiments for stock recommendation.
Jun Chang|Wenting Tu|Changrui Yu|Chuan Qin
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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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Blockchain-based authentication and authorization for smart city applications.
Christian Esposito|Massimo Ficco|Brij Bhooshan Gupta
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A comparative study of effective approaches for Arabic sentiment analysis.
Ibrahim Abu Farha|Walid Magdy
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Amanuensis: Information provenance for health-data systems.
Taylor Hardin|David Kotz
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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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Accuracy-diversity trade-off in recommender systems via graph convolutions.
Elvin Isufi|Matteo Pocchiari|Alan Hanjalic
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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 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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Rank-based self-training for graph convolutional networks.
Daniel Carlos Guimarães Pedronette|Longin Jan Latecki
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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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Research on pathways of expert finding on academic social networking sites.
Dan Wu|Shu Fan|Fang Yuan
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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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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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A deep bi-directional prediction model for live streaming recommendation.
Shuai Zhang|Hongyan Liu|Jun He|Sanpu Han|Xiaoyong Du
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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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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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2021 Volume 58 Issue 3

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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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Leveraging semantic features for recommendation: Sentence-level emotion analysis.
Chen Yang|Xiaohong Chen|Lei Liu|Penny Sweetser
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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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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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Text summarization using topic-based vector space model and semantic measure.
Ramesh Chandra Belwal|Sawan Rai|Atul Gupta
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Reddit entity linking dataset.
Nicholas Botzer|Yifan Ding|Tim Weninger
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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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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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A movie recommendation method based on users' positive and negative profiles.
Yen-Liang Chen|Yi-Hsin Yeh|Man-Rong Ma
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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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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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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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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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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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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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Evaluation and analysis of Data Management Plan tools: A parametric approach.
Sagar Bhimrao Gajbe|Amit Tiwari|Gopalji|Ranjeet Kumar Singh
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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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Learning to rank implicit entities on Twitter.
Hawre Hosseini|Ebrahim Bagheri
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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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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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A blockchain-based code copyright management system.
Nan Jing|Qi Liu|Vijayan Sugumaran
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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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Exploiting temporal changes in query submission behavior for improving the search engine result cache performance.
Tayfun Kucukyilmaz
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Multi-service model for blockchain networks.
Fátima Leal|Adriana E. Chis|Horacio González-Vélez
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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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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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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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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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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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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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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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Bias-Aware Hierarchical Clustering for detecting the discriminated groups of users in recommendation systems.
Joanna Misztal-Radecka|Bipin Indurkhya
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Helpfulness of online consumer reviews: A multi-perspective approach.
Satanik Mitra|Mamata Jenamani
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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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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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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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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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A sentiment-aware deep learning approach for personality detection from text.
Zhancheng Ren|Qiang Shen|Xiaolei Diao|Hao Xu
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Zipfian regularities in "non-point" word representations.
Furkan Sahinuç|Aykut Koç
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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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Deep transfer learning baselines for sentiment analysis in Russian.
Sergey Smetanin|Mikhail M. Komarov
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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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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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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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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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DOFM: Domain Feature Miner for robust extractive summarization.
Hiren Kumar Thakkar|Prasan Kumar Sahoo|Pranab Mohanty
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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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Adaptive time series prediction and recommendation.
Yang Wang|Lixin Han
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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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Humor meets morality: Joke generation based on moral judgement.
Hiroaki Yamane|Yusuke Mori|Tatsuya Harada
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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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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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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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A secure authorized deduplication scheme for cloud data based on blockchain.
Guipeng Zhang|Zhenguo Yang|Haoran Xie|Wenyin Liu
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FAR-ASS: Fact-aware reinforced abstractive sentence summarization.
Mengli Zhang|Gang Zhou|Wanting Yu|Wenfen Liu
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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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XBlock-EOS: Extracting and exploring blockchain data from EOSIO.
Weilin Zheng|Zibin Zheng|Hong-Ning Dai|Xu Chen|Peilin Zheng

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2021 Volume 58 Issue 4

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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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Stance detection on social media: State of the art and trends.
Abeer AlDayel|Walid Magdy
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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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Combat COVID-19 infodemic using explainable natural language processing models.
Jackie Ayoub|X. Jessie Yang|Feng Zhou
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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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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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SC-Com: Spotting Collusive Community in Opinion Spam Detection.
HyungHo Byun|Sihyun Jeong|Chong-kwon Kim
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Changing the narrative perspective: From deictic to anaphoric point of view.
Mike Chen|Razvan C. Bunescu
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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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A novel framework for policy based on-chain governance of blockchain networks.
Taner Dursun|Burak Berk Üstündag
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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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Al-SPSD: Anti-leakage smart Ponzi schemes detection in blockchain.
Shuhui Fan|Shaojing Fu|Haoran Xu|Xiaochun Cheng
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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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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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Word sense disambiguation based on context selection using knowledge-based word similarity.
Sunjae Kwon|Dongsuk Oh|Youngjoong Ko
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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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Adaptive and hybrid context-aware fine-grained word sense disambiguation in topic modeling based document representation.
Wenbo Li|Einoshin Suzuki
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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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Lightweight blockchain consensus mechanism and storage optimization for resource-constrained IoT devices.
Chunlin Li|Jing Zhang|Xianmin Yang|Youlong Luo
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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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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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Security reinforcement for Ethereum virtual machine.
Fuchen Ma|Meng Ren|Ying Fu|Mingzhe Wang|Huizhong Li|Houbing Song|Yu Jiang
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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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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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Detecting the target of sarcasm is hard: Really??
Pradeesh Parameswaran|Andrew Trotman|Veronica Liesaputra|David M. Eyers
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Trends in blockchain-based electronic voting systems.
Michal Pawlak|Aneta Poniszewska-Maranda
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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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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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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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Enhanced prototypical network for few-shot relation extraction.
Wen Wen|Yongbin Liu|Chunping Ouyang|Qiang Lin|Tong Lee Chung
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Modeling search and session effectiveness.
Alfan Farizki Wicaksono|Alistair Moffat
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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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A secure heuristic semantic searching scheme with blockchain-based verification.
Wenyuan Yang|Boyu Sun|Yuesheng Zhu|Dehao Wu
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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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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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Development of a dialogue-based guidance system for narrow area navigation.
Yasuhiro Yoshida|Fumito Masui|Michal Ptaszynski
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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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A machine learning, bias-free approach for predicting business success using Crunchbase data.
Kamil Zbikowski|Piotr Antosiuk
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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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Enhancing Traceability of Infectious Diseases: A Blockchain-Based Approach.
Peng Zhu|Jian Hu|Yue Zhang|Xiaotong Li
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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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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
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Fairness metrics and bias mitigation strategies for rating predictions.
Ashwathy Ashokan|Christian Haas
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A taxonomy for Blockchain based distributed storage technologies.
Omer F. Cangir|Onur Cankur|Adnan Ozsoy
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HHGN: A Hierarchical Reasoning-based Heterogeneous Graph Neural Network for fact verification.
Chonghao Chen|Fei Cai|Xuejun Hu|Wanyu Chen|Honghui Chen
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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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Persuasion strategies of misinformation-containing posts in the social media.
Sijing Chen|Lu Xiao|Jin Mao
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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
Recognition and determination of fuzzy logical relationship in the system fault evolution process.
Tiejun Cui|Shasha Li
doi dblp
Explaining recommender systems fairness and accuracy through the lens of data characteristics.
Yashar Deldjoo|Alejandro Bellogín|Tommaso Di Noia
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
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
doi dblp
Fair multi-stakeholder news recommender system with hypergraph ranking.
Alireza Gharahighehi|Celine Vens|Konstantinos Pliakos
doi dblp
Adversarial network integrating dual attention and sparse representation for semi-supervised semantic segmentation.
Ge Jin|Chuancai Liu|Xu Chen
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
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
Misinformation detection using multitask learning with mutual learning for novelty detection and emotion recognition.
Rina Kumari|Nischal Ashok|Tirthankar Ghosal|Asif Ekbal
doi dblp
Combining deep neural network and bibliometric indicator for emerging research topic prediction.
Zhentao Liang|Jin Mao|Kun Lu|Zhichao Ba|Gang 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
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
A temporally dynamic examination of research method usage in the Chinese library and information science community.
Wen Lou|Zilong Su|Jiangen He|Kai Li
doi dblp
Analyzing the impact of social networks and social behavior on electronic business during COVID-19 pandemic.
Cheng Luo
doi dblp
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
doi dblp
Machine learning fairness notions: Bridging the gap with real-world applications.
Karima Makhlouf|Sami Zhioua|Catuscia Palamidessi
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
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
In Codice Ratio: A crowd-enabled solution for low resource machine transcription of the Vatican Registers.
Elena Nieddu|Donatella Firmani|Paolo Merialdo|Marco Maiorino
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
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
FairLens: Auditing black-box clinical decision support systems.
Cecilia Panigutti|Alan Perotti|André Panisson|Paolo Bajardi|Dino Pedreschi
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
Genetic algorithm based rumor mitigation in online social networks through counter-rumors: A multi-objective optimization.
Priyanka Parimi|Rashmi Ranjan Rout
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
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
On the effects of aggregation strategies for different groups of users in venue recommendation.
Pablo Sánchez|Alejandro Bellogín
doi dblp
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
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
Propagation2Vec: Embedding partial propagation networks for explainable fake news early detection.
Amila Silva|Yi Han|Ling Luo|Shanika Karunasekera|Christopher Leckie
doi dblp
Pattern and content controlled response generation.
Haifeng Sun|Daixuan Cheng|Jingyu Wang|Qi Qi|Jianxin Liao
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
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
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
doi dblp
Neural variational sparse topic model for sparse explainable text representation.
Qianqian Xie|Prayag Tiwari|Deepak Gupta|Jimin Huang|Min Peng
doi dblp
Detecting fake news by exploring the consistency of multimodal data.
Junxiao Xue|Yabo Wang|Yichen Tian|Yafei Li|Lei Shi|Lin Wei
doi dblp
Investigating and counteracting popularity bias in group recommendations.
Emre Yalcin|Alper Bilge
doi dblp
Understanding the dark side of gamification health management: A stress perspective.
Hualong Yang|Dan Li
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
Globally normalized neural model for joint entity and event extraction.
Junchi Zhang|Wenzhi Huang|Donghong Ji|Yafeng Ren
doi dblp
Characterizing scientists leaving science before their time: Evidence from mathematics.
Zhenyue Zhao|Yi Bu|Jiang Li
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
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
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
Heterogeneous type-specific entity representation learning for recommendations in e-commerce network.
Jianxing Zheng|Qinwen Li|Jian Liao
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
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

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2021 Volume 58 Issue 6

doi dblp
A novel regularized asymmetric non-negative matrix factorization for text clustering.
Mehdi Hosseinzadeh Aghdam|Mohammad Daryaie Zanjani
doi dblp
Tag embedding based personalized point of interest recommendation system.
Suraj Agrawal|Dwaipayan Roy|Mandar Mitra
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
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
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
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
TechWordNet: Development of semantic relation for technology information analysis using F-term and natural language processing.
Hyejin Jang|Byungun Yoon
doi dblp
A clustering approach to extract data from HTML tables.
Patricia Jiménez|Juan C. Roldán|Rafael Corchuelo
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
Information avoidance during health crises: Predictors of avoiding information about the COVID-19 pandemic among german news consumers.
Elena Link
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
Multi-granularity sequential neural network for document-level biomedical relation extraction.
Xiaofeng Liu|Kaiwen Tan|Shoubin Dong
doi dblp
Adaptive utterance rewriting for conversational search.
Ida Mele|Cristina Ioana Muntean|Franco Maria Nardini|Raffaele Perego|Nicola Tonellotto|Ophir Frieder
doi dblp
On the efficacy of old features for the detection of new bots.
Rocco De Nicola|Marinella Petrocchi|Manuel Pratelli
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
The causes, impacts and countermeasures of COVID-19 "Infodemic": A systematic review using narrative synthesis.
Wenjing Pian|Jianxing Chi|Feicheng Ma
doi dblp
Global cryptocurrency trend prediction using social media.
Poongodi M|Tu N. Nguyen|Mounir Hamdi|Korhan Cengiz
doi dblp
Detecting ethnicity-targeted hate speech in Russian social media texts.
Ekaterina V. Pronoza|Polina Panicheva|Olessia Koltsova|Paolo Rosso
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
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
On the effect of relevance scales in crowdsourcing relevance assessments for Information Retrieval evaluation.
Kevin Roitero|Eddy Maddalena|Stefano Mizzaro|Falk Scholer
doi dblp
Deep contextualized text representation and learning for fake news detection.
Mohammadreza Samadi|Maryam Mousavian|Saeedeh Momtazi
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
Temporally evolving graph neural network for fake news detection.
Chenguang Song|Kai Shu|Bin Wu
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
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
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
Sending or not? A multimodal framework for Danmaku comment prediction.
Dinghao Xi|Wei Xu|Runyu Chen|Yuhang Zhou|Zhan Yang
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
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 reverse graph learning for robust subspace learning.
Chang-An Yuan|Zhi Zhong|Cong Lei|Xiaofeng Zhu|Rongyao Hu
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
A simple and efficient text matching model based on deep interaction.
Chuanming Yu|Haodong Xue|Yifan Jiang|Lu An|Gang Li
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
Super efficiency SBM-DEA and neural network for performance evaluation.
Kaiyang Zhong|Yifan Wang|Jiaming Pei|Shimeng Tang|Zonglin Han
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
Learning multimodal word representation with graph convolutional networks.
Wenhao Zhu|Shuang Liu|Chaoming Liu
doi dblp
Financial Risk Evaluation Z-Score Model for Intelligent IoT-based Enterprises.
Lei Zhu|Menghao Li|Noura Metawa