Information Processing & Management

Article	Citations
A Survey on Blockchain for Information Systems Management and Security	356
Blockchain-based authentication and authorization for smart city applications	291
From information seeking to information avoidance: Understanding the health information behavior during a global health crisis	283
Improved Breast Cancer Classification Through Combining Graph Convolutional Network and Convolutional Neural Network	228
Social media overload, exhaustion, and use discontinuance: Examining the effects of information overload, system feature overload, and social overload	200
Federated learning review: Fundamentals, enabling technologies, and future applications	196
Ensemble unsupervised autoencoders and Gaussian mixture model for cyberattack detection	178
Co-LSTM: Convolutional LSTM model for sentiment analysis in social big data	177
A Deep Look into neural ranking models for information retrieval	158
Blockchain-based public auditing for big data in cloud storage	155
What motivates Chinese consumers to avoid information about the COVID-19 pandemic?: The perspective of the stimulus-organism-response model	153
Latency performance modeling and analysis for hyperledger fabric blockchain network	140
EtherTwin: Blockchain-based Secure Digital Twin Information Management	140
Transaction-based classification and detection approach for Ethereum smart contract	135
hOCBS: A privacy-preserving blockchain framework for healthcare data leveraging an on-chain and off-chain system design	135
Blockchain-based privacy-preserving remote data integrity checking scheme for IoT information systems	132
A multimodal fake news detection model based on crossmodal attention residual and multichannel convolutional neural networks	128
An incentive-aware blockchain-based solution for internet of fake media things	123
Quantum-Inspired Blockchain-Based Cybersecurity: Securing Smart Edge Utilities in IoT-Based Smart Cities	120
Detecting health misinformation in online health communities: Incorporating behavioral features into machine learning based approaches	118
Human vs. AI: Understanding the impact of anthropomorphism on consumer response to chatbots from the perspective of trust and relationship norms	115
Stance detection on social media: State of the art and trends	113
The causes, impacts and countermeasures of COVID-19 “Infodemic”: A systematic review using narrative synthesis	113
A machine learning-based sentiment analysis of online product reviews with a novel term weighting and feature selection approach	113
Organizational business intelligence and decision making using big data analytics	111

B-FERL: Blockchain based framework for securing smart vehicles	100
Detecting fake news by exploring the consistency of multimodal data	100
Business Innovation based on artificial intelligence and Blockchain technology	99
Combat COVID-19 infodemic using explainable natural language processing models	94
Temporally evolving graph neural network for fake news detection	92
Convolutional neural network with margin loss for fake news detection	87
A collaborative filtering recommender system using genetic algorithm	87
Super efficiency SBM-DEA and neural network for performance evaluation	87
Characterizing the dissemination of misinformation on social media in health emergencies: An empirical study based on COVID-19	83
A comparative study of automated legal text classification using random forests and deep learning	81
Connecting user and item perspectives in popularity debiasing for collaborative recommendation	77
Investigating gender fairness of recommendation algorithms in the music domain	76
A blockchain-based code copyright management system	75
Application of cognitive computing in healthcare, cybersecurity, big data and IoT: A literature review	75
PF-BTS: A Privacy-Aware Fog-enhanced Blockchain-assisted task scheduling	75
Social media analytics and business intelligence research: A systematic review	74
Social media rumor refutation effectiveness: Evaluation, modelling and enhancement	74
An ensemble model for classifying idioms and literal texts using BERT and RoBERTa	73
IoT data visualization for business intelligence in corporate finance	70
A sentiment-aware deep learning approach for personality detection from text	69
Customized blockchain-based architecture for secure smart home for lightweight IoT	69
Big data-assisted social media analytics for business model for business decision making system competitive analysis	69
Propagation2Vec: Embedding partial propagation networks for explainable fake news early detection	69
SPChain: Blockchain-based medical data sharing and privacy-preserving eHealth system	67
Misogyny Detection in Twitter: a Multilingual and Cross-Domain Study	67
Mining product innovation ideas from online reviews	67
Proof-of-Contribution consensus mechanism for blockchain and its application in intellectual property protection	66
HKGB: An Inclusive, Extensible, Intelligent, Semi-auto-constructed Knowledge Graph Framework for Healthcare with Clinicians’ Expertise Incorporated	65
An Intelligent Cognitive-Inspired Computing with Big Data Analytics Framework for Sentiment Analysis and Classification	63
Lightweight blockchain consensus mechanism and storage optimization for resource-constrained IoT devices	63
Multimodal fake news detection via progressive fusion networks	63
Social media data analytics for business decision making system to competitive analysis	62
An influence maximization method based on crowd emotion under an emotion-based attribute social network	62
Converting readers to patients? From free to paid knowledge-sharing in online health communities	62
Machine Learning and feature engineering-based study into sarcasm and irony classification with application to cyberbullying detection	61
E-word of mouth sentiment analysis for user behavior studies	60
Linguistic characteristics and the dissemination of misinformation in social media: The moderating effect of information richness	60
CGNet: A graph-knowledge embedded convolutional neural network for detection of pneumonia	60
A blockchain based incentive provisioning scheme for traffic event validation and information storage in VANETs	60
Machine learning based customer meta-combination brand equity analysis for marketing behavior evaluation	60
A Deep Learning-Based Approach to Constructing a Domain Sentiment Lexicon: a Case Study in Financial Distress Prediction	59
How well do hate speech, toxicity, abusive and offensive language classification models generalize across datasets?	59
A machine learning, bias-free approach for predicting business success using Crunchbase data	58
A selective ensemble learning based two-sided cross-domain collaborative filtering algorithm	58
Deep contextualized text representation and learning for fake news detection	57
Designing a GDPR compliant blockchain-based IoV distributed information tracking system	57
Taxonomy of centralization in public blockchain systems: A systematic literature review	56
HEMOS: A novel deep learning-based fine-grained humor detecting method for sentiment analysis of social media	55
Blockchain-based royalty contract transactions scheme for Industry 4.0 supply-chain management	55
Information avoidance during health crises: Predictors of avoiding information about the COVID-19 pandemic among german news consumers	55

Boundaries and edges rethinking: An end-to-end neural model for overlapping entity relation extraction	54
Examining the Influence of Emotional Expressions in Online Consumer Reviews on Perceived Helpfulness	54
What patients like or dislike in physicians: Analyzing drivers of patient satisfaction and dissatisfaction using a digital topic modeling approach	53
The differential effects of trusting beliefs on social media users’ willingness to adopt and share health knowledge	53
Blockchain-based privacy preservation for supply chains supporting lightweight multi-hop information accountability	53
Accuracy-diversity trade-off in recommender systems via graph convolutions	53
Adaptive reverse graph learning for robust subspace learning	52
EdgeSumm: Graph-based framework for automatic text summarization	52
Privacy Protected Blockchain Based Architecture and Implementation for Sharing of Students’ Credentials	51
Effect of anger, anxiety, and sadness on the propagation scale of social media posts after natural disasters	50
Dual emotion based fake news detection: A deep attention-weight update approach	49
Predictive intelligence in harmful news identification by BERT-based ensemble learning model with text sentiment analysis	49
Do topic consistency and linguistic style similarity affect online review helpfulness? An elaboration likelihood model perspective	49
A comparative study of effective approaches for Arabic sentiment analysis	49
A joint learning approach with knowledge injection for zero-shot cross-lingual hate speech detection	49
Ensemble transfer learning-based multimodal sentiment analysis using weighted convolutional neural networks	49
Deep Learning-based Extraction of Algorithmic Metadata in Full-Text Scholarly Documents	49
Cross-Modal Multitask Transformer for End-to-End Multimodal Aspect-Based Sentiment Analysis	48
Deep transfer learning baselines for sentiment analysis in Russian	48
Offensive, aggressive, and hate speech analysis: From data-centric to human-centered approach	48
Chatbot as an emergency exist: Mediated empathy for resilience via human-AI interaction during the COVID-19 pandemic	47
A survey on XAI and natural language explanations	47
Multi-stage Internet public opinion risk grading analysis of public health emergencies: An empirical study on Microblog in COVID-19	47
A novel reasoning mechanism for multi-label text classification	47
HoAFM: A High-order Attentive Factorization Machine for CTR Prediction	46
Text summarization using topic-based vector space model and semantic measure	46
Robust Decentralised Trust Management for the Internet of Things by Using Game Theory	45
Juxtaposed Effect of Social Media Overload on Discontinuous Usage Intention: The Perspective of Stress Coping Strategies	45
A mental state Knowledge–aware and Contrastive Network for early stress and depression detection on social media	45
Investigating and counteracting popularity bias in group recommendations	45
FairLens: Auditing black-box clinical decision support systems	44
Socioeconomic impact due to COVID-19: An empirical assessment	44
A Pseudo-relevance feedback framework combining relevance matching and semantic matching for information retrieval	42
Al-SPSD: Anti-leakage smart Ponzi schemes detection in blockchain	42
Misinformation detection using multitask learning with mutual learning for novelty detection and emotion recognition	42
Explaining recommender systems fairness and accuracy through the lens of data characteristics	41
Enhancing sparrow search algorithm via multi-strategies for continuous optimization problems	41
Back to common sense: Oxford dictionary descriptive knowledge augmentation for aspect-based sentiment analysis	41
Candidate sentence selection for extractive text summarization	41
Ceasing hate with MoH: Hate Speech Detection in Hindi–English code-switched language	41
Aspect sentiment analysis with heterogeneous graph neural networks	40
A rumor reversal model of online health information during the Covid-19 epidemic	40
Boosting question answering over knowledge graph with reward integration and policy evaluation under weak supervision	40
On the design and implementation of a secure blockchain-based hybrid framework for Industrial Internet-of-Things	40
Digital business model innovation in metaverse: How to approach virtual economy opportunities	40
Combining deep neural network and bibliometric indicator for emerging research topic prediction	40
Enhancing Traceability of Infectious Diseases: A Blockchain-Based Approach	40
Financial Risk Evaluation Z-Score Model for Intelligent IoT-based Enterprises	40
Amanuensis: Information provenance for health-data systems	40
Information fusion and artificial intelligence for smart healthcare: a bibliometric study	39
Characterizing the patterns of China's policies against COVID-19: A bibliometric study	39
Blockchain-based Data Trading in Edge-cloud Computing Environment	39
On the cost-effectiveness of neural and non-neural approaches and representations for text classification: A comprehensive comparative study	39
Global cryptocurrency trend prediction using social media	39
A little bird told me your gender: Gender inferences in social media	39
HGNN: Hyperedge-based graph neural network for MOOC Course Recommendation	39
XBlock-EOS: Extracting and exploring blockchain data from EOSIO	39
What makes a review a reliable rating in recommender systems?	38
ARL: An adaptive reinforcement learning framework for complex question answering over knowledge base	38
Detection of COVID-19 using deep learning techniques and classification methods	38
Click-through rate prediction in online advertising: A literature review	38
Detecting research topic trends by author-defined keyword frequency	38
Multi-source information fusion to identify water supply pipe leakage based on SVM and VMD	37
Promoting users’ intention to share online health articles on social media: The role of confirmation bias	37
Eating healthier: Exploring nutrition information for healthier recipe recommendation	37
Automatic segmentation of intracerebral hemorrhage in CT images using encoder–decoder convolutional neural network	37
A neural topic model with word vectors and entity vectors for short texts	37
A privacy preserving framework for federated learning in smart healthcare systems	36
Cyberbullying detection for low-resource languages and dialects: Review of the state of the art	36
A non-convex semi-supervised approach to opinion spam detection by ramp-one class SVM	35
An explainable artificial intelligence approach for financial distress prediction	35
Understanding public opinions on social media for financial sentiment analysis using AI-based techniques	35
The impact of team diversity on physician teams’ performance in online health communities	35
RGAN-EL: A GAN and ensemble learning-based hybrid approach for imbalanced data classification	34
What the fake? Probing misinformation detection standing on the shoulder of novelty and emotion	34
A secure authorized deduplication scheme for cloud data based on blockchain	34
Understanding the determinants of online medical crowdfunding project success in China	34
Multi-task multi-modality SVM for early COVID-19 Diagnosis using chest CT data	34
What makes user-generated content more helpful on social media platforms? Insights from creator interactivity perspective	34
WabiQA: A Wikipedia-Based Thai Question-Answering System	34

LearningToAdapt with word embeddings: Domain adaptation of Named Entity Recognition systems	34
Performance analysis of a private blockchain network built on Hyperledger Fabric for healthcare	34
An examination of the cryptocurrency pump-and-dump ecosystem	34
Identifying citation patterns of scientific breakthroughs: A perspective of dynamic citation process	34
An improved algorithm for practical byzantine fault tolerance to large-scale consortium chain	33
Modeling and simulation of microblog-based public health emergency-associated public opinion communication	33
An end-to-end joint model for evidence information extraction from court record document	33
Research of Chinese intangible cultural heritage knowledge graph construction and attribute value extraction with graph attention network	33
SimilCatch: Enhanced social spammers detection on Twitter using Markov Random Fields	33
Fair multi-stakeholder news recommender system with hypergraph ranking	33
An efficient adaptive degree-based heuristic algorithm for influence maximization in hypergraphs	33
Fake news detection via knowledgeable prompt learning	33
Influence of Online Social Support on the Public's Belief in Overcoming COVID-19	33
Information Extraction from Text Intensive and Visually Rich Banking Documents	33
Understanding the dark side of gamification health management: A stress perspective	32
FL-MGVN: Federated learning for anomaly detection using mixed gaussian variational self-encoding network	32
Automated identification of bias inducing words in news articles using linguistic and context-oriented features	32
Trends in blockchain-based electronic voting systems	32
Helpfulness of online consumer reviews: A multi-perspective approach	32
Turn to the Internet First? Using Online Medical Behavioral Data to Forecast COVID-19 Epidemic Trend	32
A multi-agent knowledge integration process for enterprise management innovation from the perspective of neural network	31
Analyzing the impact of social networks and social behavior on electronic business during COVID-19 pandemic	31
Recommender systems effect on the evolution of users’ choices distribution	31
Improving classifier training efficiency for automatic cyberbullying detection with Feature Density	31
Customer-oriented product and service design by a novel quality function deployment framework with complex linguistic evaluations	31
Multi-attribute adaptive aggregation transformer for vehicle re-identification	31
Investigation of the determinants for misinformation correction effectiveness on social media during COVID-19 pandemic	31
University students’ use of music for learning and well-being: A qualitative study and design implications	30
A novel framework for policy based on-chain governance of blockchain networks	30
Machine learning fairness notions: Bridging the gap with real-world applications	30
TCACNet: Temporal and channel attention convolutional network for motor imagery classification of EEG-based BCI	30
Fine-grained depression analysis based on Chinese micro-blog reviews	30
Improving legal judgment prediction through reinforced criminal element extraction	30
The many dimensions of truthfulness: Crowdsourcing misinformation assessments on a multidimensional scale	30
A text classification approach to detect psychological stress combining a lexicon-based feature framework with distributional representations	30
How Many Bots in Russian Troll Tweets?	30
Users’ ability to perceive misinformation: An information quality assessment approach	30
Edge-Based Blockchain Architecture for Event-Driven IoT using Hierarchical Identity Based Encryption	30
The Business Intelligence impact on the financial performance of start-ups	29
Investigating the COVID-19 vaccine discussions on Twitter through a multilayer network-based approach	29
A semantic approach to extractive multi-document summarization: Applying sentence expansion for tuning of conceptual densities	29
Detecting ethnicity-targeted hate speech in Russian social media texts	29
MTTLADE: A multi-task transfer learning-based method for adverse drug events extraction	29
Demand forecasting model using hotel clustering findings for hospitality industry	29
Fairness metrics and bias mitigation strategies for rating predictions	29
Leveraging social influence based on users activity centers for point-of-interest recommendation	29
HTSS: A novel hybrid text summarisation and simplification architecture	29
A movie recommendation method based on users' positive and negative profiles	29
Fair Top-k Ranking with multiple protected groups	29
Efficient customer segmentation in digital marketing using deep learning with swarm intelligence approach	29
Gender stereotype reinforcement: Measuring the gender bias conveyed by ranking algorithms	29
Dynamic attention-based explainable recommendation with textual and visual fusion	28
Considering author sequence in all-author co-citation analysis	28
Privacy preserving in blockchain-based government data sharing: A Service-On-Chain (SOC) approach	28
Contrastive and attentive graph learning for multi-view clustering	28
Enhanced prototypical network for few-shot relation extraction	28
Dynamic customer churn prediction strategy for business intelligence using text analytics with evolutionary optimization algorithms	28
Appeal to the head and heart: The persuasive effects of medical crowdfunding charitable appeals on willingness to donate	28
Natural language processing in law: Prediction of outcomes in the higher courts of Turkey	28
Building a morpho-semantic knowledge graph for Arabic information retrieval	28
On the feasibility of Federated Learning towards on-demand client deployment at the edge	28
Cost sensitiveν-support vector machine with LINEX loss	28
Real-world model for bitcoin price prediction	27
Accurate and decentralized timestamping using smart contracts on the Ethereum blockchain	27
Large-scale instance-level image retrieval	27
Knowledge-guided multi-granularity GCN for ABSA	27
A framework to analyze the emotional reactions to mass violent events on Twitter and influential factors	27
Deconstructing search tasks in interactive information retrieval: A systematic review of task dimensions and predictors	27
Demographics and topics impact on the co-spread of COVID-19 misinformation and fact-checks on Twitter	27
Privacy-enhancing distributed protocol for data aggregation based on blockchain and homomorphic encryption	27
Multi-view co-attention network for fake news detection by modeling topic-specific user and news source credibility	27
Exploring askers’ switching from free to paid social Q&A services: A perspective on the push-pull-mooring framework	27
An unsupervised lexical normalization for Roman Hindi and Urdu sentiment analysis	27
Incorporating message format into user evaluation of microblog information credibility: A nonlinear perspective	27
A novel proof of useful work for a blockchain storing transportation transactions	27
A Survey on Concept Factorization: From Shallow to Deep Representation Learning	27
Investigating the impact of IT-mediated information interruption on emotional exhaustion in the workplace	27
Persuasion strategies of misinformation-containing posts in the social media	27
Dynamic intent-aware iterative denoising network for session-based recommendation	26
Sememe knowledge and auxiliary information enhanced approach for sarcasm detection	26
A simple and efficient text matching model based on deep interaction	26
A Google Trends spatial clustering approach for a worldwide Twitter user geolocation	26
Join or not: The impact of physicians’ group joining behavior on their online demand and reputation in online health communities	26
IS professionals’ information security behaviors in Chinese IT organizations for information security protection	26
Developing a socio-computational approach to examine toxicity propagation and regulation in COVID-19 discourse on YouTube	26
User-Defined SWOT analysis – A change mining perspective on user-generated content	26
A deep recommendation model of cross-grained sentiments of user reviews and ratings	25
Contrastive Graph Convolutional Networks with adaptive augmentation for text classification	25
Mental disorders on online social media through the lens of language and behaviour: Analysis and visualisation	25
Fair and Explainable Depression Detection in Social Media	25
Network distribution and sentiment interaction: Information diffusion mechanisms between social bots and human users on social media	25
Understanding how and when user inertia matters in fitness app exploration: A moderated mediation model	25
Extractive Text Summarization Models for Urdu Language	25
Multi-level similarity learning for image-text retrieval	24
The power of talk: Exploring the effects of streamers’ linguistic styles on sales performance in B2B livestreaming commerce	24