Information Processing & Management

Article	Citations
A Survey on Blockchain for Information Systems Management and Security	337
Blockchain-based authentication and authorization for smart city applications	281
From information seeking to information avoidance: Understanding the health information behavior during a global health crisis	264
Improved Breast Cancer Classification Through Combining Graph Convolutional Network and Convolutional Neural Network	215
Incorporating stock prices and news sentiments for stock market prediction: A case of Hong Kong	184
Social media overload, exhaustion, and use discontinuance: Examining the effects of information overload, system feature overload, and social overload	182
Federated learning review: Fundamentals, enabling technologies, and future applications	171
Ensemble unsupervised autoencoders and Gaussian mixture model for cyberattack detection	169
Co-LSTM: Convolutional LSTM model for sentiment analysis in social big data	166
A Deep Look into neural ranking models for information retrieval	148
Blockchain-based public auditing for big data in cloud storage	143
What motivates Chinese consumers to avoid information about the COVID-19 pandemic?: The perspective of the stimulus-organism-response model	142
Latency performance modeling and analysis for hyperledger fabric blockchain network	130
EtherTwin: Blockchain-based Secure Digital Twin Information Management	129
hOCBS: A privacy-preserving blockchain framework for healthcare data leveraging an on-chain and off-chain system design	125
Blockchain-based privacy-preserving remote data integrity checking scheme for IoT information systems	122
Exploring the Online Doctor-Patient Interaction on Patient Satisfaction Based on Text Mining and Empirical Analysis	122
Transaction-based classification and detection approach for Ethereum smart contract	121
An incentive-aware blockchain-based solution for internet of fake media things	119
Detection of Bots in Social Media: A Systematic Review	118
E-commerce product review sentiment classification based on a naïve Bayes continuous learning framework	118
Detecting health misinformation in online health communities: Incorporating behavioral features into machine learning based approaches	114
MGAT: Multimodal Graph Attention Network for Recommendation	112
Quantum-Inspired Blockchain-Based Cybersecurity: Securing Smart Edge Utilities in IoT-Based Smart Cities	110
A multimodal fake news detection model based on crossmodal attention residual and multichannel convolutional neural networks	109

The causes, impacts and countermeasures of COVID-19 “Infodemic”: A systematic review using narrative synthesis	108
A machine learning-based sentiment analysis of online product reviews with a novel term weighting and feature selection approach	107
Stance detection on social media: State of the art and trends	100
B-FERL: Blockchain based framework for securing smart vehicles	93
Organizational business intelligence and decision making using big data analytics	93
Human vs. AI: Understanding the impact of anthropomorphism on consumer response to chatbots from the perspective of trust and relationship norms	89
Temporally evolving graph neural network for fake news detection	89
Business Innovation based on artificial intelligence and Blockchain technology	88
Using AI and Social Media Multimodal Content for Disaster Response and Management: Opportunities, Challenges, and Future Directions	87
Combat COVID-19 infodemic using explainable natural language processing models	87
Detecting fake news by exploring the consistency of multimodal data	87
A collaborative filtering recommender system using genetic algorithm	84
Super efficiency SBM-DEA and neural network for performance evaluation	84
Characterizing the dissemination of misinformation on social media in health emergencies: An empirical study based on COVID-19	81
Convolutional neural network with margin loss for fake news detection	79
A comparative study of automated legal text classification using random forests and deep learning	75
PF-BTS: A Privacy-Aware Fog-enhanced Blockchain-assisted task scheduling	73
Investigating gender fairness of recommendation algorithms in the music domain	72
Social media rumor refutation effectiveness: Evaluation, modelling and enhancement	72
Social media analytics and business intelligence research: A systematic review	71
Connecting user and item perspectives in popularity debiasing for collaborative recommendation	71
Application of cognitive computing in healthcare, cybersecurity, big data and IoT: A literature review	71
A blockchain-based code copyright management system	69
A sentiment-aware deep learning approach for personality detection from text	67
Propagation2Vec: Embedding partial propagation networks for explainable fake news early detection	64
Mining product innovation ideas from online reviews	62
IoT data visualization for business intelligence in corporate finance	62
Misogyny Detection in Twitter: a Multilingual and Cross-Domain Study	61
Proof-of-Contribution consensus mechanism for blockchain and its application in intellectual property protection	61
An ensemble model for classifying idioms and literal texts using BERT and RoBERTa	61
Lightweight blockchain consensus mechanism and storage optimization for resource-constrained IoT devices	61
Customized blockchain-based architecture for secure smart home for lightweight IoT	61
An Intelligent Cognitive-Inspired Computing with Big Data Analytics Framework for Sentiment Analysis and Classification	61
HKGB: An Inclusive, Extensible, Intelligent, Semi-auto-constructed Knowledge Graph Framework for Healthcare with Clinicians’ Expertise Incorporated	60
SPChain: Blockchain-based medical data sharing and privacy-preserving eHealth system	60
Big data-assisted social media analytics for business model for business decision making system competitive analysis	60
Converting readers to patients? From free to paid knowledge-sharing in online health communities	59
Machine learning based customer meta-combination brand equity analysis for marketing behavior evaluation	59
An influence maximization method based on crowd emotion under an emotion-based attribute social network	56
A blockchain based incentive provisioning scheme for traffic event validation and information storage in VANETs	56
CGNet: A graph-knowledge embedded convolutional neural network for detection of pneumonia	56
How well do hate speech, toxicity, abusive and offensive language classification models generalize across datasets?	56
Linguistic characteristics and the dissemination of misinformation in social media: The moderating effect of information richness	56
Machine Learning and feature engineering-based study into sarcasm and irony classification with application to cyberbullying detection	55
Social media data analytics for business decision making system to competitive analysis	55
Deep sentiments in Roman Urdu text using Recurrent Convolutional Neural Network model	55
A selective ensemble learning based two-sided cross-domain collaborative filtering algorithm	55
A Deep Learning-Based Approach to Constructing a Domain Sentiment Lexicon: a Case Study in Financial Distress Prediction	55
Designing a GDPR compliant blockchain-based IoV distributed information tracking system	54
Deep contextualized text representation and learning for fake news detection	54

Taxonomy of centralization in public blockchain systems: A systematic literature review	54
Information avoidance during health crises: Predictors of avoiding information about the COVID-19 pandemic among german news consumers	53
E-word of mouth sentiment analysis for user behavior studies	53
Boundaries and edges rethinking: An end-to-end neural model for overlapping entity relation extraction	53
A machine learning, bias-free approach for predicting business success using Crunchbase data	52
HEMOS: A novel deep learning-based fine-grained humor detecting method for sentiment analysis of social media	52
Blockchain-based royalty contract transactions scheme for Industry 4.0 supply-chain management	52
Adaptive reverse graph learning for robust subspace learning	51
What patients like or dislike in physicians: Analyzing drivers of patient satisfaction and dissatisfaction using a digital topic modeling approach	51
Examining the Influence of Emotional Expressions in Online Consumer Reviews on Perceived Helpfulness	50
Accuracy-diversity trade-off in recommender systems via graph convolutions	50
Multimodal fake news detection via progressive fusion networks	49
Effect of anger, anxiety, and sadness on the propagation scale of social media posts after natural disasters	49
EdgeSumm: Graph-based framework for automatic text summarization	49
Privacy Protected Blockchain Based Architecture and Implementation for Sharing of Students’ Credentials	48
Blockchain-based privacy preservation for supply chains supporting lightweight multi-hop information accountability	48
Do topic consistency and linguistic style similarity affect online review helpfulness? An elaboration likelihood model perspective	48
A comparative study of effective approaches for Arabic sentiment analysis	47
How does social support promote consumers' engagement in the social commerce community? The mediating effect of consumer involvement	47
The differential effects of trusting beliefs on social media users’ willingness to adopt and share health knowledge	47
Deep transfer learning baselines for sentiment analysis in Russian	46
Deep Learning-based Extraction of Algorithmic Metadata in Full-Text Scholarly Documents	45
HoAFM: A High-order Attentive Factorization Machine for CTR Prediction	45
A joint learning approach with knowledge injection for zero-shot cross-lingual hate speech detection	45
Predictive intelligence in harmful news identification by BERT-based ensemble learning model with text sentiment analysis	43
Cross-Modal Multitask Transformer for End-to-End Multimodal Aspect-Based Sentiment Analysis	43
Investigating and counteracting popularity bias in group recommendations	43
Evaluating the social value of online health information for third-party patients: Is uncertainty always bad?	43
Juxtaposed Effect of Social Media Overload on Discontinuous Usage Intention: The Perspective of Stress Coping Strategies	43
Movie Revenue Prediction Based on Purchase Intention Mining Using YouTube Trailer Reviews	43
FairLens: Auditing black-box clinical decision support systems	43
Ensemble transfer learning-based multimodal sentiment analysis using weighted convolutional neural networks	42
Robust Decentralised Trust Management for the Internet of Things by Using Game Theory	41
Text summarization using topic-based vector space model and semantic measure	41
Transformer based contextualization of pre-trained word embeddings for irony detection in Twitter	41
Multi-stage Internet public opinion risk grading analysis of public health emergencies: An empirical study on Microblog in COVID-19	41
A Pseudo-relevance feedback framework combining relevance matching and semantic matching for information retrieval	40
A novel reasoning mechanism for multi-label text classification	40
Fashion analysis and understanding with artificial intelligence	40
Exploring payment behavior for live courses in social Q&A communities: An information foraging perspective	40
Misinformation detection using multitask learning with mutual learning for novelty detection and emotion recognition	40
Offensive, aggressive, and hate speech analysis: From data-centric to human-centered approach	40
Chatbot as an emergency exist: Mediated empathy for resilience via human-AI interaction during the COVID-19 pandemic	39
Socioeconomic impact due to COVID-19: An empirical assessment	39
A mental state Knowledge–aware and Contrastive Network for early stress and depression detection on social media	38
XBlock-EOS: Extracting and exploring blockchain data from EOSIO	38
A little bird told me your gender: Gender inferences in social media	38
Characterizing the patterns of China's policies against COVID-19: A bibliometric study	38
Enhancing sparrow search algorithm via multi-strategies for continuous optimization problems	38
Ceasing hate with MoH: Hate Speech Detection in Hindi–English code-switched language	38
Enhancing Traceability of Infectious Diseases: A Blockchain-Based Approach	37
Combining deep neural network and bibliometric indicator for emerging research topic prediction	37
Boosting question answering over knowledge graph with reward integration and policy evaluation under weak supervision	37
On the design and implementation of a secure blockchain-based hybrid framework for Industrial Internet-of-Things	37
Candidate sentence selection for extractive text summarization	37
Promoting users’ intention to share online health articles on social media: The role of confirmation bias	37
What makes a review a reliable rating in recommender systems?	37
Financial Risk Evaluation Z-Score Model for Intelligent IoT-based Enterprises	37
Amanuensis: Information provenance for health-data systems	37
Back to common sense: Oxford dictionary descriptive knowledge augmentation for aspect-based sentiment analysis	36
Transformative computing in advanced data analysis processes in the cloud	36
Explaining recommender systems fairness and accuracy through the lens of data characteristics	36
A neural topic model with word vectors and entity vectors for short texts	36
A rumor reversal model of online health information during the Covid-19 epidemic	36
On the cost-effectiveness of neural and non-neural approaches and representations for text classification: A comprehensive comparative study	35
Aspect sentiment analysis with heterogeneous graph neural networks	35
A non-convex semi-supervised approach to opinion spam detection by ramp-one class SVM	35
Beyond negative and positive: Exploring the effects of emotions in social media during the stock market crash	35
VOST: A case study in voluntary digital participation for collaborative emergency management	35
Eating healthier: Exploring nutrition information for healthier recipe recommendation	35
Automatic segmentation of intracerebral hemorrhage in CT images using encoder–decoder convolutional neural network	35
Multi-source information fusion to identify water supply pipe leakage based on SVM and VMD	35
Dual emotion based fake news detection: A deep attention-weight update approach	35
Global cryptocurrency trend prediction using social media	35
Influencing models and determinants in big data analytics research: A bibliometric analysis	34
Blockchain-based Data Trading in Edge-cloud Computing Environment	34
Influence of Online Social Support on the Public's Belief in Overcoming COVID-19	33
A survey on XAI and natural language explanations	33
LearningToAdapt with word embeddings: Domain adaptation of Named Entity Recognition systems	33
Al-SPSD: Anti-leakage smart Ponzi schemes detection in blockchain	33

Multi-task multi-modality SVM for early COVID-19 Diagnosis using chest CT data	33
ARL: An adaptive reinforcement learning framework for complex question answering over knowledge base	33
SimilCatch: Enhanced social spammers detection on Twitter using Markov Random Fields	32
The impact of team diversity on physician teams’ performance in online health communities	32
Detecting research topic trends by author-defined keyword frequency	32
Understanding the determinants of online medical crowdfunding project success in China	32
A secure authorized deduplication scheme for cloud data based on blockchain	32
Helpfulness of online consumer reviews: A multi-perspective approach	31
FL-MGVN: Federated learning for anomaly detection using mixed gaussian variational self-encoding network	31
Information fusion and artificial intelligence for smart healthcare: a bibliometric study	31
Fair multi-stakeholder news recommender system with hypergraph ranking	31
Click-through rate prediction in online advertising: A literature review	31
Detection of COVID-19 using deep learning techniques and classification methods	31
Automated identification of bias inducing words in news articles using linguistic and context-oriented features	31
Multi-attribute adaptive aggregation transformer for vehicle re-identification	30
Identifying citation patterns of scientific breakthroughs: A perspective of dynamic citation process	30
An end-to-end joint model for evidence information extraction from court record document	30
A novel framework for policy based on-chain governance of blockchain networks	30
An examination of the cryptocurrency pump-and-dump ecosystem	30
WabiQA: A Wikipedia-Based Thai Question-Answering System	30
An explainable artificial intelligence approach for financial distress prediction	30
Understanding public opinions on social media for financial sentiment analysis using AI-based techniques	29
MTTLADE: A multi-task transfer learning-based method for adverse drug events extraction	29
Improving classifier training efficiency for automatic cyberbullying detection with Feature Density	29
Understanding the dark side of gamification health management: A stress perspective	29
Customer-oriented product and service design by a novel quality function deployment framework with complex linguistic evaluations	29
Users’ ability to perceive misinformation: An information quality assessment approach	29
A privacy preserving framework for federated learning in smart healthcare systems	29
What the fake? Probing misinformation detection standing on the shoulder of novelty and emotion	29
Turn to the Internet First? Using Online Medical Behavioral Data to Forecast COVID-19 Epidemic Trend	29
Detecting ethnicity-targeted hate speech in Russian social media texts	29
Analyzing the impact of social networks and social behavior on electronic business during COVID-19 pandemic	29
An improved algorithm for practical byzantine fault tolerance to large-scale consortium chain	29
HGNN: Hyperedge-based graph neural network for MOOC Course Recommendation	29
A semantic approach to extractive multi-document summarization: Applying sentence expansion for tuning of conceptual densities	29
How Many Bots in Russian Troll Tweets?	29
Digital business model innovation in metaverse: How to approach virtual economy opportunities	28
Information Extraction from Text Intensive and Visually Rich Banking Documents	28
Modeling and simulation of microblog-based public health emergency-associated public opinion communication	28
Recommender systems effect on the evolution of users’ choices distribution	28
Investigating the COVID-19 vaccine discussions on Twitter through a multilayer network-based approach	28
What makes user-generated content more helpful on social media platforms? Insights from creator interactivity perspective	28
A text classification approach to detect psychological stress combining a lexicon-based feature framework with distributional representations	27
A multi-agent knowledge integration process for enterprise management innovation from the perspective of neural network	27
Exploring askers’ switching from free to paid social Q&A services: A perspective on the push-pull-mooring framework	27
Trends in blockchain-based electronic voting systems	27
Machine learning fairness notions: Bridging the gap with real-world applications	27
A movie recommendation method based on users' positive and negative profiles	27
Demographics and topics impact on the co-spread of COVID-19 misinformation and fact-checks on Twitter	27
Large-scale instance-level image retrieval	27
Marketing analysis of wineries using social collective behavior from users’ temporal activity on Twitter	27
Gender stereotype reinforcement: Measuring the gender bias conveyed by ranking algorithms	27
Dynamic attention-based explainable recommendation with textual and visual fusion	27
The many dimensions of truthfulness: Crowdsourcing misinformation assessments on a multidimensional scale	27
Real-world model for bitcoin price prediction	27
Demand forecasting model using hotel clustering findings for hospitality industry	27
Enhanced prototypical network for few-shot relation extraction	27
Fairness metrics and bias mitigation strategies for rating predictions	27
University students’ use of music for learning and well-being: A qualitative study and design implications	27
Exploiting Open Data to analyze discussion and controversy in online citizen participation	27
Natural language processing in law: Prediction of outcomes in the higher courts of Turkey	27
The Business Intelligence impact on the financial performance of start-ups	27
Incorporating message format into user evaluation of microblog information credibility: A nonlinear perspective	27
Privacy-enhancing distributed protocol for data aggregation based on blockchain and homomorphic encryption	26
Fine-grained depression analysis based on Chinese micro-blog reviews	26
Investigating the impact of IT-mediated information interruption on emotional exhaustion in the workplace	26
A framework to analyze the emotional reactions to mass violent events on Twitter and influential factors	26
Research of Chinese intangible cultural heritage knowledge graph construction and attribute value extraction with graph attention network	26
RGAN-EL: A GAN and ensemble learning-based hybrid approach for imbalanced data classification	26
A novel proof of useful work for a blockchain storing transportation transactions	26
Fake news detection via knowledgeable prompt learning	26
Listening to the investors: A novel framework for online lending default prediction using deep learning neural networks	26
Edge-Based Blockchain Architecture for Event-Driven IoT using Hierarchical Identity Based Encryption	26
Considering author sequence in all-author co-citation analysis	26
A Survey on Concept Factorization: From Shallow to Deep Representation Learning	26
Investigation of the determinants for misinformation correction effectiveness on social media during COVID-19 pandemic	26
Improving legal judgment prediction through reinforced criminal element extraction	26
Deconstructing search tasks in interactive information retrieval: A systematic review of task dimensions and predictors	26
Dynamic customer churn prediction strategy for business intelligence using text analytics with evolutionary optimization algorithms	25
Privacy preserving in blockchain-based government data sharing: A Service-On-Chain (SOC) approach	25
An unsupervised lexical normalization for Roman Hindi and Urdu sentiment analysis	25
Understanding user-to-User interaction on government microblogs: An exponential random graph model with the homophily and emotional effect	25
Building a morpho-semantic knowledge graph for Arabic information retrieval	25
Who contributes what? Scrutinizing the activity data of 4.2 million Zhihu users via immersion scores	25
Cost sensitive ν-support vector machine with LINEX loss	25
An efficient adaptive degree-based heuristic algorithm for influence maximization in hypergraphs	25
Fair Top-k Ranking with multiple protected groups	25
IS professionals’ information security behaviors in Chinese IT organizations for information security protection	25
Appeal to the head and heart: The persuasive effects of medical crowdfunding charitable appeals on willingness to donate	25
A Google Trends spatial clustering approach for a worldwide Twitter user geolocation	25
HTSS: A novel hybrid text summarisation and simplification architecture	25
Accurate and decentralized timestamping using smart contracts on the Ethereum blockchain	25
Multi-level similarity learning for image-text retrieval	24
Join or not: The impact of physicians’ group joining behavior on their online demand and reputation in online health communities	24
User-Defined SWOT analysis – A change mining perspective on user-generated content	24