Information Processing & Management

Article	Citations
A Survey on Blockchain for Information Systems Management and Security	314
Blockchain-based authentication and authorization for smart city applications	265
From information seeking to information avoidance: Understanding the health information behavior during a global health crisis	236
Improved Breast Cancer Classification Through Combining Graph Convolutional Network and Convolutional Neural Network	204
Incorporating stock prices and news sentiments for stock market prediction: A case of Hong Kong	168
Ensemble unsupervised autoencoders and Gaussian mixture model for cyberattack detection	164
Social media overload, exhaustion, and use discontinuance: Examining the effects of information overload, system feature overload, and social overload	156
Co-LSTM: Convolutional LSTM model for sentiment analysis in social big data	151
A Deep Look into neural ranking models for information retrieval	139
Blockchain-based public auditing for big data in cloud storage	138
Federated learning review: Fundamentals, enabling technologies, and future applications	130
What motivates Chinese consumers to avoid information about the COVID-19 pandemic?: The perspective of the stimulus-organism-response model	127
Blockchain-based privacy-preserving remote data integrity checking scheme for IoT information systems	119
Latency performance modeling and analysis for hyperledger fabric blockchain network	117
An incentive-aware blockchain-based solution for internet of fake media things	116
Exploring temporal representations by leveraging attention-based bidirectional LSTM-RNNs for multi-modal emotion recognition	115
Transaction-based classification and detection approach for Ethereum smart contract	113
EtherTwin: Blockchain-based Secure Digital Twin Information Management	113
Exploring the Online Doctor-Patient Interaction on Patient Satisfaction Based on Text Mining and Empirical Analysis	112
E-commerce product review sentiment classification based on a naïve Bayes continuous learning framework	112
hOCBS: A privacy-preserving blockchain framework for healthcare data leveraging an on-chain and off-chain system design	110
Detecting health misinformation in online health communities: Incorporating behavioral features into machine learning based approaches	107
Detection of Bots in Social Media: A Systematic Review	105
MGAT: Multimodal Graph Attention Network for Recommendation	102
A multimodal fake news detection model based on crossmodal attention residual and multichannel convolutional neural networks	99

Quantum-Inspired Blockchain-Based Cybersecurity: Securing Smart Edge Utilities in IoT-Based Smart Cities	99
A machine learning-based sentiment analysis of online product reviews with a novel term weighting and feature selection approach	98
The causes, impacts and countermeasures of COVID-19 “Infodemic”: A systematic review using narrative synthesis	95
B-FERL: Blockchain based framework for securing smart vehicles	90
Stance detection on social media: State of the art and trends	88
Evaluating the use of interactive virtual reality technology with older adults living in residential aged care	87
Using AI and Social Media Multimodal Content for Disaster Response and Management: Opportunities, Challenges, and Future Directions	83
Temporally evolving graph neural network for fake news detection	81
Vulnerable community identification using hate speech detection on social media	81
Combat COVID-19 infodemic using explainable natural language processing models	80
Organizational business intelligence and decision making using big data analytics	78
A collaborative filtering recommender system using genetic algorithm	78
Super efficiency SBM-DEA and neural network for performance evaluation	78
Convolutional neural network with margin loss for fake news detection	73
Detecting fake news by exploring the consistency of multimodal data	72
Characterizing the dissemination of misinformation on social media in health emergencies: An empirical study based on COVID-19	72
Business Innovation based on artificial intelligence and Blockchain technology	71
PF-BTS: A Privacy-Aware Fog-enhanced Blockchain-assisted task scheduling	71
A comparative study of automated legal text classification using random forests and deep learning	66
Social media analytics and business intelligence research: A systematic review	66
ALDONAr: A hybrid solution for sentence-level aspect-based sentiment analysis using a lexicalized domain ontology and a regularized neural attention model	66
Investigating gender fairness of recommendation algorithms in the music domain	65
Connecting user and item perspectives in popularity debiasing for collaborative recommendation	65
Social media rumor refutation effectiveness: Evaluation, modelling and enhancement	64
A blockchain-based code copyright management system	63
Application of cognitive computing in healthcare, cybersecurity, big data and IoT: A literature review	62
Human vs. AI: Understanding the impact of anthropomorphism on consumer response to chatbots from the perspective of trust and relationship norms	61
A sentiment-aware deep learning approach for personality detection from text	61
Misogyny Detection in Twitter: a Multilingual and Cross-Domain Study	57
Proof-of-Contribution consensus mechanism for blockchain and its application in intellectual property protection	57
Mining product innovation ideas from online reviews	57
An Intelligent Cognitive-Inspired Computing with Big Data Analytics Framework for Sentiment Analysis and Classification	57
Customized blockchain-based architecture for secure smart home for lightweight IoT	56
IoT data visualization for business intelligence in corporate finance	56
Propagation2Vec: Embedding partial propagation networks for explainable fake news early detection	55
A blockchain based incentive provisioning scheme for traffic event validation and information storage in VANETs	55
HKGB: An Inclusive, Extensible, Intelligent, Semi-auto-constructed Knowledge Graph Framework for Healthcare with Clinicians’ Expertise Incorporated	55
CGNet: A graph-knowledge embedded convolutional neural network for detection of pneumonia	54
An ensemble model for classifying idioms and literal texts using BERT and RoBERTa	54
Machine learning based customer meta-combination brand equity analysis for marketing behavior evaluation	54
Deep sentiments in Roman Urdu text using Recurrent Convolutional Neural Network model	53
Machine Learning and feature engineering-based study into sarcasm and irony classification with application to cyberbullying detection	53
Lightweight blockchain consensus mechanism and storage optimization for resource-constrained IoT devices	53
A selective ensemble learning based two-sided cross-domain collaborative filtering algorithm	52
Linguistic characteristics and the dissemination of misinformation in social media: The moderating effect of information richness	52
An influence maximization method based on crowd emotion under an emotion-based attribute social network	52
Converting readers to patients? From free to paid knowledge-sharing in online health communities	52
How well do hate speech, toxicity, abusive and offensive language classification models generalize across datasets?	50
Designing a GDPR compliant blockchain-based IoV distributed information tracking system	50
SPChain: Blockchain-based medical data sharing and privacy-preserving eHealth system	50

Information avoidance during health crises: Predictors of avoiding information about the COVID-19 pandemic among german news consumers	49
Big data-assisted social media analytics for business model for business decision making system competitive analysis	49
Examining the Influence of Emotional Expressions in Online Consumer Reviews on Perceived Helpfulness	48
Social media data analytics for business decision making system to competitive analysis	48
Blockchain-based royalty contract transactions scheme for Industry 4.0 supply-chain management	48
What patients like or dislike in physicians: Analyzing drivers of patient satisfaction and dissatisfaction using a digital topic modeling approach	48
Boundaries and edges rethinking: An end-to-end neural model for overlapping entity relation extraction	47
Adaptive reverse graph learning for robust subspace learning	46
Privacy Protected Blockchain Based Architecture and Implementation for Sharing of Students’ Credentials	46
A Deep Learning-Based Approach to Constructing a Domain Sentiment Lexicon: a Case Study in Financial Distress Prediction	46
Accuracy-diversity trade-off in recommender systems via graph convolutions	46
HEMOS: A novel deep learning-based fine-grained humor detecting method for sentiment analysis of social media	46
A machine learning, bias-free approach for predicting business success using Crunchbase data	46
EdgeSumm: Graph-based framework for automatic text summarization	46
How does social support promote consumers' engagement in the social commerce community? The mediating effect of consumer involvement	46
Deep contextualized text representation and learning for fake news detection	45
The differential effects of trusting beliefs on social media users’ willingness to adopt and share health knowledge	44
Blockchain-based privacy preservation for supply chains supporting lightweight multi-hop information accountability	44
Taxonomy of centralization in public blockchain systems: A systematic literature review	44
HoAFM: A High-order Attentive Factorization Machine for CTR Prediction	44
E-word of mouth sentiment analysis for user behavior studies	43
A comparative study of effective approaches for Arabic sentiment analysis	43
Deep transfer learning baselines for sentiment analysis in Russian	43
Effect of anger, anxiety, and sadness on the propagation scale of social media posts after natural disasters	43
Deep Learning-based Extraction of Algorithmic Metadata in Full-Text Scholarly Documents	41
Do topic consistency and linguistic style similarity affect online review helpfulness? An elaboration likelihood model perspective	40
Investigating and counteracting popularity bias in group recommendations	39
Movie Revenue Prediction Based on Purchase Intention Mining Using YouTube Trailer Reviews	39
Transformer based contextualization of pre-trained word embeddings for irony detection in Twitter	39
Evaluating the social value of online health information for third-party patients: Is uncertainty always bad?	39
Multi-stage Internet public opinion risk grading analysis of public health emergencies: An empirical study on Microblog in COVID-19	38
A joint learning approach with knowledge injection for zero-shot cross-lingual hate speech detection	38
Robust Decentralised Trust Management for the Internet of Things by Using Game Theory	38
A Pseudo-relevance feedback framework combining relevance matching and semantic matching for information retrieval	37
A novel reasoning mechanism for multi-label text classification	37
FairLens: Auditing black-box clinical decision support systems	37
Juxtaposed Effect of Social Media Overload on Discontinuous Usage Intention: The Perspective of Stress Coping Strategies	37
Misinformation detection using multitask learning with mutual learning for novelty detection and emotion recognition	37
Fashion analysis and understanding with artificial intelligence	36
Amanuensis: Information provenance for health-data systems	36
A neural topic model with word vectors and entity vectors for short texts	36
Socioeconomic impact due to COVID-19: An empirical assessment	36
Ensemble transfer learning-based multimodal sentiment analysis using weighted convolutional neural networks	36
Offensive, aggressive, and hate speech analysis: From data-centric to human-centered approach	36
On the design and implementation of a secure blockchain-based hybrid framework for Industrial Internet-of-Things	35
Text summarization using topic-based vector space model and semantic measure	35
Exploring payment behavior for live courses in social Q&A communities: An information foraging perspective	35
What makes a review a reliable rating in recommender systems?	35
Predictive intelligence in harmful news identification by BERT-based ensemble learning model with text sentiment analysis	35
Cross-Modal Multitask Transformer for End-to-End Multimodal Aspect-Based Sentiment Analysis	35
A little bird told me your gender: Gender inferences in social media	35
Enhancing Traceability of Infectious Diseases: A Blockchain-Based Approach	35
Transformative computing in advanced data analysis processes in the cloud	35
Enhancing sparrow search algorithm via multi-strategies for continuous optimization problems	34
Financial Risk Evaluation Z-Score Model for Intelligent IoT-based Enterprises	34
Multi-source information fusion to identify water supply pipe leakage based on SVM and VMD	34
Promoting users’ intention to share online health articles on social media: The role of confirmation bias	34
Characterizing the patterns of China's policies against COVID-19: A bibliometric study	34
Eating healthier: Exploring nutrition information for healthier recipe recommendation	33
XBlock-EOS: Extracting and exploring blockchain data from EOSIO	33
On the cost-effectiveness of neural and non-neural approaches and representations for text classification: A comprehensive comparative study	33
Multimodal fake news detection via progressive fusion networks	33
VOST: A case study in voluntary digital participation for collaborative emergency management	32
Global cryptocurrency trend prediction using social media	32
Influencing models and determinants in big data analytics research: A bibliometric analysis	32
Conceptualising misinformation in the context of asylum seekers	32
Blockchain-based Data Trading in Edge-cloud Computing Environment	32
Multi-task multi-modality SVM for early COVID-19 Diagnosis using chest CT data	32
Ceasing hate with MoH: Hate Speech Detection in Hindi–English code-switched language	32
Automatic segmentation of intracerebral hemorrhage in CT images using encoder–decoder convolutional neural network	31
Candidate sentence selection for extractive text summarization	31
Explaining recommender systems fairness and accuracy through the lens of data characteristics	31
LearningToAdapt with word embeddings: Domain adaptation of Named Entity Recognition systems	31
ARL: An adaptive reinforcement learning framework for complex question answering over knowledge base	31
Beyond negative and positive: Exploring the effects of emotions in social media during the stock market crash	31
SimilCatch: Enhanced social spammers detection on Twitter using Markov Random Fields	31
Al-SPSD: Anti-leakage smart Ponzi schemes detection in blockchain	31
A mental state Knowledge–aware and Contrastive Network for early stress and depression detection on social media	30
An approach for measuring semantic similarity between Wikipedia concepts using multiple inheritances	30
Aspect sentiment analysis with heterogeneous graph neural networks	30

Immigrating after 60: Information experiences of older Chinese migrants to Australia and Canada	30
Turn to the Internet First? Using Online Medical Behavioral Data to Forecast COVID-19 Epidemic Trend	29
An examination of the cryptocurrency pump-and-dump ecosystem	29
A non-convex semi-supervised approach to opinion spam detection by ramp-one class SVM	29
Detecting research topic trends by author-defined keyword frequency	29
A rumor reversal model of online health information during the Covid-19 epidemic	29
Chatbot as an emergency exist: Mediated empathy for resilience via human-AI interaction during the COVID-19 pandemic	28
Identifying citation patterns of scientific breakthroughs: A perspective of dynamic citation process	28
Boosting question answering over knowledge graph with reward integration and policy evaluation under weak supervision	28
How Many Bots in Russian Troll Tweets?	28
Automated identification of bias inducing words in news articles using linguistic and context-oriented features	28
Detection of COVID-19 using deep learning techniques and classification methods	28
An end-to-end joint model for evidence information extraction from court record document	28
Combining deep neural network and bibliometric indicator for emerging research topic prediction	28
Understanding the dark side of gamification health management: A stress perspective	27
WabiQA: A Wikipedia-Based Thai Question-Answering System	27
Investigating the COVID-19 vaccine discussions on Twitter through a multilayer network-based approach	27
Helpfulness of online consumer reviews: A multi-perspective approach	27
Detecting ethnicity-targeted hate speech in Russian social media texts	27
Improving classifier training efficiency for automatic cyberbullying detection with Feature Density	27
A secure authorized deduplication scheme for cloud data based on blockchain	27
Enhanced prototypical network for few-shot relation extraction	26
A semantic approach to extractive multi-document summarization: Applying sentence expansion for tuning of conceptual densities	26
Gender stereotype reinforcement: Measuring the gender bias conveyed by ranking algorithms	26
Information Extraction from Text Intensive and Visually Rich Banking Documents	26
The impact of team diversity on physician teams’ performance in online health communities	26
Influence of Online Social Support on the Public's Belief in Overcoming COVID-19	26
Dual emotion based fake news detection: A deep attention-weight update approach	26
Dynamic attention-based explainable recommendation with textual and visual fusion	26
Edge-Based Blockchain Architecture for Event-Driven IoT using Hierarchical Identity Based Encryption	26
Marketing analysis of wineries using social collective behavior from users’ temporal activity on Twitter	26
Customer-oriented product and service design by a novel quality function deployment framework with complex linguistic evaluations	26
Users’ ability to perceive misinformation: An information quality assessment approach	26
Back to common sense: Oxford dictionary descriptive knowledge augmentation for aspect-based sentiment analysis	26
FL-MGVN: Federated learning for anomaly detection using mixed gaussian variational self-encoding network	25
Trends in blockchain-based electronic voting systems	25
MTTLADE: A multi-task transfer learning-based method for adverse drug events extraction	25
Demographics and topics impact on the co-spread of COVID-19 misinformation and fact-checks on Twitter	25
University students’ use of music for learning and well-being: A qualitative study and design implications	25
Listening to the investors: A novel framework for online lending default prediction using deep learning neural networks	25
Click-through rate prediction in online advertising: A literature review	25
Demand forecasting model using hotel clustering findings for hospitality industry	25
A movie recommendation method based on users' positive and negative profiles	25
Accurate and decentralized timestamping using smart contracts on the Ethereum blockchain	25
A multi-agent knowledge integration process for enterprise management innovation from the perspective of neural network	25
A novel framework for policy based on-chain governance of blockchain networks	25
Recommender systems effect on the evolution of users’ choices distribution	25
Understanding the determinants of online medical crowdfunding project success in China	25
Building a morpho-semantic knowledge graph for Arabic information retrieval	25
What the fake? Probing misinformation detection standing on the shoulder of novelty and emotion	25
The Business Intelligence impact on the financial performance of start-ups	24
Fairness metrics and bias mitigation strategies for rating predictions	24
A Survey on Concept Factorization: From Shallow to Deep Representation Learning	24
Fair multi-stakeholder news recommender system with hypergraph ranking	24
Fake news detection via knowledgeable prompt learning	24
A framework to analyze the emotional reactions to mass violent events on Twitter and influential factors	24
Multi-level similarity learning for image-text retrieval	24
The many dimensions of truthfulness: Crowdsourcing misinformation assessments on a multidimensional scale	24
An improved algorithm for practical byzantine fault tolerance to large-scale consortium chain	24
HGNN: Hyperedge-based graph neural network for MOOC Course Recommendation	24
Scenarios of technology use to promote community engagement: Overcoming marginalization and bridging digital divides in the Southern and Central Appalachian rural libraries	24
Multi-attribute adaptive aggregation transformer for vehicle re-identification	24
Investigating the impact of IT-mediated information interruption on emotional exhaustion in the workplace	24
Improving legal judgment prediction through reinforced criminal element extraction	24
An explainable artificial intelligence approach for financial distress prediction	24
Real-world model for bitcoin price prediction	24
Incorporating message format into user evaluation of microblog information credibility: A nonlinear perspective	24
A novel proof of useful work for a blockchain storing transportation transactions	24
Modeling and simulation of microblog-based public health emergency-associated public opinion communication	24
FAR-ASS: Fact-aware reinforced abstractive sentence summarization	24
A Google Trends spatial clustering approach for a worldwide Twitter user geolocation	24
An unsupervised lexical normalization for Roman Hindi and Urdu sentiment analysis	24
Analyzing the impact of social networks and social behavior on electronic business during COVID-19 pandemic	24
Fair Top-k Ranking with multiple protected groups	23
Large-scale instance-level image retrieval	23
An empirical study of interest, task complexity, and search behaviour on user engagement	23
Machine learning-based human-robot interaction in ITS	23
Karcı summarization: A simple and effective approach for automatic text summarization using Karcı entropy	23
User-Defined SWOT analysis – A change mining perspective on user-generated content	23
Considering author sequence in all-author co-citation analysis	23
Privacy-enhancing distributed protocol for data aggregation based on blockchain and homomorphic encryption	23
Video coding optimization in AVS2	23
Cost sensitive ν-support vector machine with LINEX loss	23
Unsupervised dialectal neural machine translation	23
Natural language processing in law: Prediction of outcomes in the higher courts of Turkey	23
Extended pre-processing pipeline for text classification: On the role of meta-feature representations, sparsification and selective sampling	23
Dynamic customer churn prediction strategy for business intelligence using text analytics with evolutionary optimization algorithms	23
Methodological performance analysis applied to a novel IIoT access control system based on permissioned blockchain	23
Exploiting Open Data to analyze discussion and controversy in online citizen participation	23
Understanding public opinions on social media for financial sentiment analysis using AI-based techniques	23
Deconstructing search tasks in interactive information retrieval: A systematic review of task dimensions and predictors	23
Privacy preserving in blockchain-based government data sharing: A Service-On-Chain (SOC) approach	22
Understanding user-to-User interaction on government microblogs: An exponential random graph model with the homophily and emotional effect	22
Leveraging social influence based on users activity centers for point-of-interest recommendation	22
HTSS: A novel hybrid text summarisation and simplification architecture	22