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Information Processing & Management 2020: all accepted papers

230 papers · page 1 of 3 · the most cited first · ← Information Processing & Management 2020

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  1. A Survey on Blockchain for Information Systems Management and Security ↗David Berdik, Safa Otoum, Nikolas Schmidt et al.580 citations
  2. From information seeking to information avoidance: Understanding the health information behavior during a global health crisis ↗Saira Hanif Soroya, Ali Farooq, Khalid Mahmood et al.575 citations
  3. Social media overload, exhaustion, and use discontinuance: Examining the effects of information overload, system feature overload, and social overload ↗Shaoxiong Fu, Hongxiu Li, Liu Yong et al.462 citations
  4. Blockchain-based authentication and authorization for smart city applications ↗Christian Esposito, Massimo Ficco, Brij Bhooshan Gupta393 citations
  5. Incorporating stock prices and news sentiments for stock market prediction: A case of Hong Kong ↗Xiaodong Li, Pangjing Wu, Wenpeng Wang369 citations
  6. Improved Breast Cancer Classification Through Combining Graph Convolutional Network and Convolutional Neural Network ↗Yudong Zhang, Suresh Chandra Satapathy, David S. Guttery et al.351 citations
  7. Co-LSTM: Convolutional LSTM model for sentiment analysis in social big data ↗Ranjan Kumar Behera, Monalisa Jena, Santanu Kumar Rath et al.320 citations
  8. MGAT: Multimodal Graph Attention Network for Recommendation ↗Zhulin Tao, Yinwei Wei, Xiang Wang et al.277 citations
  9. 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 Wen272 citations
  10. A multimodal fake news detection model based on crossmodal attention residual and multichannel convolutional neural networks ↗Chenguang Song, Nianwen Ning, Yunlei Zhang et al.248 citations
  11. Exploring the Online Doctor-Patient Interaction on Patient Satisfaction Based on Text Mining and Empirical Analysis ↗Shuqin Chen, Xitong Guo, Tianshi Wu et al.245 citations
  12. Transaction-based classification and detection approach for Ethereum smart contract ↗Teng Hu, Xiaolei Liu, Ting Chen et al.232 citations
  13. Detection of Bots in Social Media: A Systematic Review ↗Mariam Orabi, Djedjiga Mouheb, Zaher Al Aghbari et al.231 citations
  14. EtherTwin: Blockchain-based Secure Digital Twin Information Management ↗Benedikt Putz, Marietheres Dietz, Philip Empl et al.226 citations
  15. Latency performance modeling and analysis for hyperledger fabric blockchain network ↗Xiaoqiong Xu, Gang Sun, Long Luo et al.224 citations
  16. Using AI and Social Media Multimodal Content for Disaster Response and Management: Opportunities, Challenges, and Future Directions ↗Muhammad Imran, Ferda Ofli, Doina Caragea et al.217 citations
  17. Exploring temporal representations by leveraging attention-based bidirectional LSTM-RNNs for multi-modal emotion recognition ↗Chao Li, Zhongtian Bao, Linhao Li et al.211 citations
  18. Blockchain-based public auditing for big data in cloud storage ↗Jiaxing Li, Jigang Wu, Guiyuan Jiang et al.208 citations
  19. Detecting health misinformation in online health communities: Incorporating behavioral features into machine learning based approaches ↗Yuehua Zhao, Jingwei Da, Jiaqi Yan191 citations
  20. Blockchain-based privacy-preserving remote data integrity checking scheme for IoT information systems ↗Quanyu Zhao, Siyi Chen, Zheli Liu et al.174 citations
  21. E-commerce product review sentiment classification based on a naïve Bayes continuous learning framework ↗Feng Xu, Zhenchun Pan, Rui Xia172 citations
  22. An incentive-aware blockchain-based solution for internet of fake media things ↗Qian Chen, Gautam Srivastava, Reza M. Parizi et al.154 citations
  23. A collaborative filtering recommender system using genetic algorithm ↗Bushra Alhijawi, Yousef Kilani144 citations
  24. Misogyny Detection in Twitter: a Multilingual and Cross-Domain Study ↗Endang Wahyu Pamungkas, Valerio Basile, Viviana Patti143 citations
  25. Convolutional neural network with margin loss for fake news detection ↗Mohammad Hadi Goldani, Reza Safabakhsh, Saeedeh Momtazi139 citations
  26. B-FERL: Blockchain based framework for securing smart vehicles ↗Chuka Oham, Regio A. Michelin, Raja Jurdak et al.136 citations
  27. Social media analytics and business intelligence research: A systematic review ↗Jaewoong Choi, Janghyeok Yoon, Jaemin Chung et al.133 citations
  28. Connecting user and item perspectives in popularity debiasing for collaborative recommendation ↗Ludovico Boratto, Gianni Fenu, Mirko Marras132 citations
  29. Mining product innovation ideas from online reviews ↗Min Zhang, Brandon Fan, Brandon Fan et al.130 citations
  30. Boundaries and edges rethinking: An end-to-end neural model for overlapping entity relation extraction ↗Hao Fei, Yafeng Ren, Donghong Ji124 citations
  31. PF-BTS: A Privacy-Aware Fog-enhanced Blockchain-assisted task scheduling ↗Hamza Baniata, Ahmad Anaqreh, Attila Kertész114 citations
  32. Social media rumor refutation effectiveness: Evaluation, modelling and enhancement ↗Zongmin Li, Qi Zhang, Xinyu Du et al.113 citations
  33. CGNet: A graph-knowledge embedded convolutional neural network for detection of pneumonia ↗Xiang Yu, Shuihua Wang‎, Yudong Zhang109 citations
  34. ALDONAr: A hybrid solution for sentence-level aspect-based sentiment analysis using a lexicalized domain ontology and a regularized neural attention model ↗Donatas Meškelė, Flavius Frăsincar108 citations
  35. The differential effects of trusting beliefs on social media users’ willingness to adopt and share health knowledge ↗Xiaoling Jin, Mengjie Yin, Zhongyun Zhou et al.105 citations
  36. A comparative study of effective approaches for Arabic sentiment analysis ↗Ibrahim Abu Farha, Walid Magdy102 citations
  37. Accuracy-diversity trade-off in recommender systems via graph convolutions ↗Elvin Isufi, Matteo Pocchiari, Alan Hanjalić95 citations
  38. Effect of anger, anxiety, and sadness on the propagation scale of social media posts after natural disasters ↗Lifang Li, Zhiqiang Wang, Qingpeng Zhang et al.95 citations
  39. Examining the Influence of Emotional Expressions in Online Consumer Reviews on Perceived Helpfulness ↗Mei‐Ju Chen, Cheng‐Kiang Farn94 citations
  40. HKGB: An Inclusive, Extensible, Intelligent, Semi-auto-constructed Knowledge Graph Framework for Healthcare with Clinicians’ Expertise Incorporated ↗Yong Zhang, Ming Sheng, Rui Hong Zhou et al.92 citations
  41. Juxtaposed Effect of Social Media Overload on Discontinuous Usage Intention: The Perspective of Stress Coping Strategies ↗Shunzhi Lin, Jiabao Lin, Xin Robert Luo et al.89 citations
  42. HEMOS: A novel deep learning-based fine-grained humor detecting method for sentiment analysis of social media ↗Da Li, Rafał Rzepka, Michal E. Ptaszynski et al.87 citations
  43. University students’ use of music for learning and well-being: A qualitative study and design implications ↗Xiao Hu, Chen Jing, Yuhao Wang87 citations
  44. Promoting users’ intention to share online health articles on social media: The role of confirmation bias ↗Zhao Hai-ping, Shaoxiong Fu, Xiaoyu Chen86 citations
  45. A blockchain based incentive provisioning scheme for traffic event validation and information storage in VANETs ↗Adia Khalid, Muhammad Sohaib Iftikhar, Ahmad Almogren et al.84 citations
  46. Deep sentiments in Roman Urdu text using Recurrent Convolutional Neural Network model ↗Zainab Mahmood, Iqra Safder, Rao Muhammad Adeel Nawab et al.84 citations
  47. How does social support promote consumers' engagement in the social commerce community? The mediating effect of consumer involvement ↗Yani Wang, Jun Wang, Tang Yao et al.82 citations
  48. EdgeSumm: Graph-based framework for automatic text summarization ↗Wafaa S. El-Kassas, Cherif R. Salama, Ahmed Rafea et al.78 citations
  49. Understanding the determinants of online medical crowdfunding project success in China ↗Zhichao Ba, Yuxiang Chris Zhao, Shijie Song et al.78 citations
  50. A novel reasoning mechanism for multi-label text classification ↗Ran Wang, Robert Ridley, Xiao Hong Su et al.76 citations
  51. Movie Revenue Prediction Based on Purchase Intention Mining Using YouTube Trailer Reviews ↗Ibrahim Said Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub72 citations
  52. A Pseudo-relevance feedback framework combining relevance matching and semantic matching for information retrieval ↗Junmei Wang, Min Pan, Tingting He et al.70 citations
  53. The impact of team diversity on physician teams’ performance in online health communities ↗Han Yang, Zhijun Yan, Lin Jia et al.70 citations
  54. Evaluating the social value of online health information for third-party patients: Is uncertainty always bad? ↗Yixuan Liu, Changchang Ren, Dingyu Shi et al.69 citations
  55. Fashion analysis and understanding with artificial intelligence ↗Xiaoling Gu, Fei Gao, Min Tan et al.69 citations
  56. Deep Learning-based Extraction of Algorithmic Metadata in Full-Text Scholarly Documents ↗Iqra Safder, Saeed‐Ul Hassan, Anna Visvizi et al.68 citations
  57. Robust Decentralised Trust Management for the Internet of Things by Using Game Theory ↗Christian Esposito, Oscar Tamburis, Xin Su et al.68 citations
  58. An empirical study of interest, task complexity, and search behaviour on user engagement ↗Heather L. O'Brien, Jaime Arguello, Rob Capra67 citations
  59. Beyond negative and positive: Exploring the effects of emotions in social media during the stock market crash ↗Yidi Ge, Jiangnan Qiu, Zhiyong Liu et al.64 citations
  60. Identifying citation patterns of scientific breakthroughs: A perspective of dynamic citation process ↗Chao Min, Yi Bu, Ding Wu et al.64 citations
  61. Transformer based contextualization of pre-trained word embeddings for irony detection in Twitter ↗José Ángel González, Lluís-F. Hurtado, Ferran Plà63 citations
  62. Information Extraction from Text Intensive and Visually Rich Banking Documents ↗Berke Oral, Erdem Emekligil, Seçil Arslan et al.61 citations
  63. Exploring the donation allocation of online charitable crowdfunding based on topical and spatial analysis: Evidence from the Tencent GongYi ↗Zhichao Ba, Yuxiang Chris Zhao, Liqin Zhou et al.59 citations
  64. A neural topic model with word vectors and entity vectors for short texts ↗Xiaowei Zhao, Deqing Wang, Zhengyang Zhao et al.58 citations
  65. An end-to-end joint model for evidence information extraction from court record document ↗Donghong Ji, Peng Tao, Hao Fei et al.58 citations
  66. Candidate sentence selection for extractive text summarization ↗Begüm Mutlu, Ebru Akçapınar Sezer, Muhammet Ali Akcayol57 citations
  67. Automatic segmentation of intracerebral hemorrhage in CT images using encoder–decoder convolutional neural network ↗Kai Hu, Kai Chen, Xizhi He et al.56 citations
  68. Exploring payment behavior for live courses in social Q&A communities: An information foraging perspective ↗Xiao Shi, Xiabing Zheng, Feng Yu Yang56 citations
  69. Investigating the impact of IT-mediated information interruption on emotional exhaustion in the workplace ↗Xusen Cheng, Ying Bao, Alex Zarifis56 citations
  70. Amanuensis: Information provenance for health-data systems ↗Taylor Hardin, David F. Kotz55 citations
  71. Extended pre-processing pipeline for text classification: On the role of meta-feature representations, sparsification and selective sampling ↗Washington Luiz Miranda da Cunha, Sérgio Canuto, Felipe Augusto Resende Viegas et al.54 citations
  72. What makes a review a reliable rating in recommender systems? ↗Dionisis Margaris, Costas Vassilakis, Dimitris Spiliotopoulos54 citations
  73. Influencing models and determinants in big data analytics research: A bibliometric analysis ↗Mohamed Gamal Shehata Aboelmaged, Samar Mouakket53 citations
  74. Gender stereotype reinforcement: Measuring the gender bias conveyed by ranking algorithms ↗Alessandro Fabris, Alberto Purpura, Gianmaria Silvello et al.52 citations
  75. SimilCatch: Enhanced social spammers detection on Twitter using Markov Random Fields ↗Nour El-Mawass, Paul Honeiné, Laurent Vercouter52 citations
  76. A non-convex semi-supervised approach to opinion spam detection by ramp-one class SVM ↗Yingjie Tian, Mahboubeh Mirzabagheri, Peyman Tirandazi et al.51 citations
  77. Considering author sequence in all-author co-citation analysis ↗Yi Bu, Binglu Wang, Zaida Chinchilla‐Rodríguez et al.50 citations
  78. Exploiting Open Data to analyze discussion and controversy in online citizen participation ↗Iván Cantador A, María E. Cortés-Cediel, Miriam Fernández50 citations
  79. A semantic approach to extractive multi-document summarization: Applying sentence expansion for tuning of conceptual densities ↗Seyed Mohammad Bidoki, Mohammad Reza Moosavi, Seyed Mostafa Fakhrahmad49 citations
  80. Customer-oriented product and service design by a novel quality function deployment framework with complex linguistic evaluations ↗Xingli Wu, Huchang Liao49 citations
  81. HTSS: A novel hybrid text summarisation and simplification architecture ↗Farooq Zaman, Matthew Shardlow, Saeed‐Ul Hassan et al.49 citations
  82. Understanding user-to-User interaction on government microblogs: An exponential random graph model with the homophily and emotional effect ↗Jie Xiong, Xiaodong Feng, Zhiwei Tang49 citations
  83. WabiQA: A Wikipedia-Based Thai Question-Answering System ↗Thanapon Noraset, Lalita Lowphansirikul, Suppawong Tuarob49 citations
  84. Turn to the Internet First? Using Online Medical Behavioral Data to Forecast COVID-19 Epidemic Trend ↗Wensen Huang, Bolin Cao, Guang Yang et al.47 citations
  85. An unsupervised lexical normalization for Roman Hindi and Urdu sentiment analysis ↗Khawar Mehmood, Daryl Essam, Kamran Shafi et al.46 citations
  86. Extractive Text Summarization Models for Urdu Language ↗Ali Nawaz, Maheen Bakhtyar, Junaid Baber et al.46 citations
  87. Who contributes what? Scrutinizing the activity data of 4.2 million Zhihu users via immersion scores ↗Shengli Deng, Yuting Jiang, Hongxiu Li et al.46 citations
  88. A framework to analyze the emotional reactions to mass violent events on Twitter and influential factors ↗Jonathas G. D. Harb, Régis Ebeling, Karin E. Becker44 citations
  89. Incorporating message format into user evaluation of microblog information credibility: A nonlinear perspective ↗Chunxiao Yin, Xiaofei Zhang44 citations
  90. Listening to the investors: A novel framework for online lending default prediction using deep learning neural networks ↗Xiangling Fu, Tianxiong Ouyang, Jinpeng Chen et al.44 citations
  91. 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 et al.43 citations
  92. How Many Bots in Russian Troll Tweets? ↗Izzat Mahmoud Alsmadi, Michael J. O’Brien43 citations
  93. How does scholarly use of academic social networking sites differ by academic discipline? A case study using ResearchGate ↗Weiwei Yan, Yin Zhang, Tao Hu et al.43 citations
  94. Transformative computing in advanced data analysis processes in the cloud ↗Lidia Ogiela43 citations
  95. Understanding how and when user inertia matters in fitness app exploration: A moderated mediation model ↗Aoshuang Li, Yongqiang Sun, Xitong Guo et al.43 citations
  96. An approach for measuring semantic similarity between Wikipedia concepts using multiple inheritances ↗Jawad Hussain, Shahbaz Hassan Wasti, Guangjian Huang et al.41 citations
  97. A Google Trends spatial clustering approach for a worldwide Twitter user geolocation ↗Paola Zola, Costantino Ragno, Paulo Cesar Cortez40 citations
  98. Cochleogram-based approach for detecting perceived emotions in music ↗Mladen Russo, Luka Kraljević, Maja Stella et al.40 citations
  99. Deep context modeling for multi-turn response selection in dialogue systems ↗Lu Li, Chenliang Li, Donghong Ji40 citations
  100. Sequential analysis and clustering to investigate users’ online shopping behaviors based on need-states ↗I‐Chin Wu, Hsin-Kai Yu40 citations

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