Information Processing & Management

Article	Citations
Why logit distillation works: A novel knowledge distillation technique by deriving target augmentation and logits distortion	347
DMGAE: An interpretable representation learning method for directed scale-free networks based on autoencoder and masking	233
Editorial Board	204
UniDE: A multi-level and low-resource framework for automatic dialogue evaluation via LLM-based data augmentation and multitask learning	189
A bias–variance evaluation framework for information retrieval systems	183
Understanding the information journeys of late-life migrants to inform support design: Information seeking driven by a major life transition	155
Exploiting context-awareness and multi-criteria decision making to improve items recommendation using a tripartite graph-based model	150
Research on the construction of event corpus with document-level causal relations for social security	137
Popularity prediction for marketer-generated content: A text-guided attention neural network for multi-modal feature fusion	135
Corroborating the effect of positive technology readiness on the intention to use the virtual reality sports game “Screen Golf”: Focusing on the technology readiness and acceptance model	129
How can consumers without credit history benefit from the use of information processing and machine learning tools by financial institutions?	120
Low-resource court judgment summarization for common law systems	116
Informed Patch Enhanced HyperGCN for skeleton-based action recognition	114
Hierarchical chat-based strategies with MLLMs for Spatio-temporal action detection	110
MCCI: A multi-channel collaborative interaction framework for multimodal knowledge graph completion	108
Enhancing video rumor detection through multimodal deep feature fusion with time-sync comments	105
Persuasion strategies of misinformation-containing posts in the social media	102
A novel approach to assess and improve syntactic interoperability in data integration	93
Multi-View disentanglement-based bidirectional generalized distillation for diagnosis of liver cancers with ultrasound images	92
Enhancing relevant concepts extraction for ontology learning using domain time relevance	91
Open Government Data (OGD) sites and the sharing of country-specific real-time pandemic information: An investigation into COVID-19 datasets available on worldwide OGDs	86
Breaking data barriers in medical diagnosis with MSDGD framework based on Gaussian Diffusion Generation	85
CDFRS: A scalable sampling approach for efficient big data analysis	85
Practical perspectives of consumer fairness in recommendation	84
Domain- and category-style clustering for general fake news detection via contrastive learning	82

A hierarchical convolutional model for biomedical relation extraction	81
Global and local hypergraph learning method with semantic enhancement for POI recommendation	79
Edge contrastive learning for link prediction	75
Fair and Explainable Depression Detection in Social Media	75
Editorial Board	74
Hierarchical graph fusion network and a new argumentative dataset for multiparty dialogue discourse parsing	74
From words to gender: Quantitative analysis of body part descriptions within literature in Portuguese	74
The memory cycle of time-series public opinion data: Validation based on deep learning prediction	72
Image-based 3D model retrieval via disentangled feature learning and enhanced semantic alignment	72
To academia or industry: Mobility and impact on ACM fellows’ scientific careers	72
Interest Evolution-driven Gated Neighborhood aggregation representation for dynamic recommendation in e-commerce	70
Information matching model and multi-angle tracking algorithm for loan loss-linking customers based on the family mobile social-contact big data network	70
Multi-kernel graph fusion for spectral clustering	70
SelfCP: Compressing over-limit prompt via the frozen large language model itself	70
Artificial cheerleading in IEO: Marketing campaign or pump and dump scheme	69
Deep learning based conference program organization system from determining articles in session to scheduling	68
An Intelligent Cognitive-Inspired Computing with Big Data Analytics Framework for Sentiment Analysis and Classification	67
Improving Abusive Language Detection with online interaction network	66
Quantification and prediction of engagement: Applied to personalized course recommendation to reduce dropout in MOOCs	64
Modeling label-wise syntax for fine-grained sentiment analysis of reviews via memory-based neural model	63
Combining association-rule-guided sequence augmentation with listwise contrastive learning for session-based recommendation	62
Beyond expression: Comprehensive visualization of knowledge triplet facts	62
Replicable semi-supervised approaches to state-of-the-art stance detection of tweets	61
Retriever-generator-verification: A novel approach to enhancing factual coherence in open-domain question answering	61
Quantifying the structural and temporal characteristics of negative links in signed citation networks	60
On the efficacy of old features for the detection of new bots	59
Is diversity optimization always suitable? Toward a better understanding of diversity within recommendation approaches	58
Neural membrane computing models with migrating rules for density peak clustering	58
Weakly supervised deep metric learning on discrete metric spaces for privacy-preserved clustering	57
Improving legal judgment prediction through reinforced criminal element extraction	56
XGBoost with Q-learning for complex data processing in business logistics management	56
CAWAL: A novel unified analytics framework for enterprise web applications and multi-server environments	56
Is my stance the same as your stance? A cross validation study of stance detection datasets	56
Arabic machine reading comprehension on the Holy Qur’an using CL-AraBERT	55
PecidRL: Petition expectation correction and identification based on deep reinforcement learning	55
Adaptive orthogonal semi-supervised feature selection with reliable label matrix learning	55
An empirical study of Multimodal Entity-Based Sentiment Analysis with ChatGPT: Improving in-context learning via entity-aware contrastive learning	55
Reviewing 25 years of continuous sign language recognition research: Advances, challenges, and prospects	55
Contrastive Graph Convolutional Networks with adaptive augmentation for text classification	54
Predicting the Hate: A GSTM Model based on COVID-19 Hate Speech Datasets	54
Emotion-cognitive reasoning integrated BERT for sentiment analysis of online public opinions on emergencies	54
Perceptions of Edinburgh: Capturing neighbourhood characteristics by clustering geoparsed local news	54
Utilizing cognitive signals generated during human reading to enhance keyphrase extraction from microblogs	53
Noise-reducing graph neural network with intent-target co-action for session-based recommendation	53
Topic Audiolization: A Model for Rumor Detection Inspired by Lie Detection Technology	52
Information asymmetry evaluation in hotel E-commerce market: Dynamics and pricing strategy under pandemic	51
LVTIA: A new method for keyphrase extraction from scientific video lectures	51
CLAVE: A deep learning model for source code authorship verification with contrastive learning and transformer encoders	51
An effective method for figures and tables detection in academic literature	50
Hierarchical multi-label text classification of tourism resources using a label-aware dual graph attention network	49

Exploiting multiple influence pattern of event organizer for event recommendation	49
Editorial Board	49
The social-technological ways to develop digital entrepreneurship: Targeting value creation and value capture	49
Efficient querying k-trusses on temporal graphs	49
Measuring and mitigating language model biases in abusive language detection	48
Development of an intelligent information system for financial analysis depend on supervised machine learning algorithms	48
BCE4ZSR: Bi-encoder empowered by teacher cross-encoder for zero-shot cold-start news recommendation	48
Mitigating the negative impact of over-association for conversational query production	47
SecureCPS: Cognitive inspired framework for detection of cyber attacks in cyber–physical systems	46
Knowledge graph representation learning with relation-guided aggregation and interaction	46
Estimating financial information asymmetry in real estate transactions in China - An application of two-tier frontier model	46
Detecting racial stereotypes: An Italian social media corpus where psychology meets NLP	46
Data information processing of traffic digital twins in smart cities using edge intelligent federation learning	45
Unveiling the secrets of online consumer choice: A deep learning algorithmic approach to evaluate and predict purchase decisions through EEG responses	45
Predicting users’ future interests on social networks: A reference framework	44
Cross-modal image–text search via Efficient Discrete Class Alignment Hashing	44
KBHN: A knowledge-aware bi-hypergraph network based on visual-knowledge features fusion for teaching image annotation	43
BCMF: A bidirectional cross-modal fusion model for fake news detection	43
Temporal-spatial hierarchical contrastive learning for misinformation detection: A public-behavior perspective	43
Joint modeling of causal phrases-sentiments-aspects using Hierarchical Pitman Yor Process	43
Screening through a broad pool: Towards better diversity for lexically constrained text generation	43
A comprehensive study on fidelity metrics for XAI	43
The use of convolutional neural networks for abnormal behavior recognition in crowd scenes	42
Adversarial network integrating dual attention and sparse representation for semi-supervised semantic segmentation	42
Content still matters. A machine learning model for predicting news longevity from textual and context features	42
A prompt model with combined semantic refinement for aspect sentiment analysis	42
Dual emotion based fake news detection: A deep attention-weight update approach	42
ARL: An adaptive reinforcement learning framework for complex question answering over knowledge base	41
ISE-Hate: A benchmark corpus for inter-faith, sectarian, and ethnic hatred detection on social media in Urdu	41
How the type and valence of feedback information influence volunteers’ knowledge contribution in citizen science projects	41
Investigating the impact of recommender systems on user-based and item-based popularity bias	41
An emotion-based personalized music recommendation framework for emotion improvement	41
Not all fake news is semantically similar: Contextual semantic representation learning for multimodal fake news detection	41
Editorial Board	40
EvolveDetector: Towards an evolving fake news detector for emerging events with continual knowledge accumulation and transfer	40
A fine-grained and multi-context-aware learning path recommendation model over knowledge graphs for online learning communities	39
Temporal group-aware graph diffusion networks for dynamic link prediction	39
Latent go-explore with area as unit	39
Entity-centric multi-domain transformer for improving generalization in fake news detection	39
Non-autoregressive personalized bundle generation	39
Deconstructing cultural appropriation in online communities: A multilayer network analysis approach	39
Multi-label feature selection based on multi-granulation separability	39
Time-series classification with SAFE: Simple and fast segmented word embedding-based neural time series classifier	39
Unveiling citation peaks: How innovation faces delayed recognition in science	38
Fine-grained depression analysis based on Chinese micro-blog reviews	38
A Local context enhanced Consistency-aware Mamba-based Sequential Recommendation model	38
Learning context-aware region similarity with effective spatial normalization over Point-of-Interest data	38
Fair multi-stakeholder news recommender system with hypergraph ranking	38
Triple Sparse Denoising Discriminantive Least Squares Regression for image classification	38
EGC: A novel event-oriented graph clustering framework for social media text	38
On the effects of aggregation strategies for different groups of users in venue recommendation	38
Unveiling the dynamics of crisis events: Sentiment and emotion analysis via multi-task learning with attention mechanism and subject-based intent prediction	38
The domination effect of the intelligent environment in the catastrophe mechanism of investor behavior	38
Mining multigranularity decision rules of concept cognition for knowledge graphs based on three-way decision	38
GAFM: A Knowledge Graph Completion Method Based on Graph Attention Faded Mechanism	38
Time-aware multi-behavior graph network model for complex group behavior prediction	37
Privacy preserving in blockchain-based government data sharing: A Service-On-Chain (SOC) approach	37
CAF-ODNN: Complementary attention fusion with optimized deep neural network for multimodal fake news detection	37
Learning optimal inter-class margin adaptively for few-shot class-incremental learning via neural collapse-based meta-learning	36
On the feasibility of Federated Learning towards on-demand client deployment at the edge	36
A machine learning-based sentiment analysis of online product reviews with a novel term weighting and feature selection approach	36
Enhancing inter-sentence attention for Semantic Textual Similarity	36
PROMISE: A pre-trained knowledge-infused multimodal representation learning framework for medication recommendation	36
Appeal to the head and heart: The persuasive effects of medical crowdfunding charitable appeals on willingness to donate	35
Technostress causes cognitive overload in high-stress people: Eye tracking analysis in a virtual kiosk test	35
Dual-process theory-driven transparent approach for seniors to accept health misinformation detection results	35
Multi-attribute adaptive aggregation transformer for vehicle re-identification	35
Quality-Controllable automatic construction method of Chinese knowledge graph for medical decision-making applications	35
Cyberbullying detection for low-resource languages and dialects: Review of the state of the art	35
Fully Transformer-Equipped Architecture for end-to-end Referring Video Object Segmentation	35
CKEMI: Concept knowledge enhanced metaphor identification framework	35
Financial literacy and psychological disaster preparedness: applicability of approach based on fuzzy functional dependencies	34
Editorial Board	34
Map retrieval intention recognition based on relevance feedback and geographic semantic guidance: For better understanding user retrieval demands	34
A new deep graph attention approach with influence and preference relationship reconstruction for rate prediction recommendation	34
Digital capability requirements and improvement strategies: Organizational socialization of AI teammates	33
Towards human-like perception: Learning structural causal model in heterogeneous graph	33
Algorithmic Drift: A simulation framework to study the effects of recommender systems on user preferences	33
A Multi-Criteria Decision Support Model for Restaurant Selection Based on Users' Demand Level: The Case of Dianping.com	33
The effect of business intelligence, organizational learning and innovation on the financial performance of innovative companies located in Science Park	33

Corrigendum to “CLAVE: A Deep Learning Model for Source Code Authorship Verification with Contrastive Learning and Transformer Encoders” [Information Processing & Management, Volume 62, Issue 3, M	33
Privacy-preserving cancelable multi-biometrics for identity information management	33
Combining travel behavior in metro passenger flow prediction: A smart explainable Stacking-Catboost algorithm	33
Lexicon annotation in sentiment analysis for dialectal Arabic: Systematic review of current trends and future directions	33
Do more heads imply better performance? An empirical study of team thought leaders' impact on scientific team performance	33
Improving the performance and explainability of knowledge tracing via Markov blanket	32
IS professionals’ information security behaviors in Chinese IT organizations for information security protection	32
Summarizing source code with Heterogeneous Syntax Graph and dual position	32
A novel emerging topic detection method: A knowledge ecology perspective	32
ESGNet: A multimodal network model incorporating entity semantic graphs for information extraction from Chinese resumes	32
Privacy-enhancing distributed protocol for data aggregation based on blockchain and homomorphic encryption	32
Multi-task multi-modality SVM for early COVID-19 Diagnosis using chest CT data	32
IDC-CDR: Cross-domain Recommendation based on Intent Disentanglement and Contrast Learning	32
How do scientific papers from different journal tiers gain attention on social media?	32
Design and Implementation of an Efficient Electronic Bank Management Information System Based Data Warehouse and Data Mining Processing	32
3SHNet: Boosting image–sentence retrieval via visual semantic–spatial self-highlighting	32
Predicting Chinese tourists’ B&B preferences through a method of online reviews causality analytic	31
Learning robotic motion with mirror therapy framework for hemiparesis rehabilitation	31
DSMM: A dual stance-aware multi-task model for rumour veracity on social networks	31
FFTree: A flexible tree to handle multiple fairness criteria	31
A plug-and-play adapter for consistency identification in task-oriented dialogue systems	31
Gender and sex bias in COVID-19 epidemiological data through the lens of causality	31
Active tag recommendation for interactive entity search: Interaction effectiveness and retrieval performance	31
Global information-aware argument mining based on a top-down multi-turn QA model	31
A machine learning approach to primacy-peak-recency effect-based satisfaction prediction	31
Let long-term interests talk: An disentangled learning model for recommendation based on short-term interests generation	31
Psycholinguistic knowledge-guided graph network for personality detection of silent users	31
Looking deep in the eyes: Investigating interpretation methods for neural models on reading tasks using human eye-movement behaviour	31
Utilizing data driven methods to identify gender bias in LinkedIn profiles	31
Editorial Board	31
The moderating effects of 5W-based elements on rumor refutation strategies on social media during public health emergency: A case study of COVID-19 pandemic	30
EPIC: An epidemiological investigation of COVID-19 dataset for Chinese named entity recognition	30
Improving unsupervised keyphrase extraction by modeling hierarchical multi-granularity features	30
Extracting key insights from earnings call transcript via information-theoretic contrastive learning	30
A novel dropout mechanism with label extension schema toward text emotion classification	30
Enhancing public campaign messages: The power of causal arguments	30
Hierarchical information matters! Improving AMR parsing with multi-granularity representation interactions	30
Revealing the technology development of natural language processing: A Scientific entity-centric perspective	29
Demographics and topics impact on the co-spread of COVID-19 misinformation and fact-checks on Twitter	29
Dynamic graph construction via motif detection for stock prediction	29
Recognizing misogynous memes: Biased models and tricky archetypes	29
ListMAP: Listwise learning to rank as maximum a posteriori estimation	29
Entity neighborhood awareness and hierarchical message aggregation for inductive relation prediction	29
Fair Top-k Ranking with multiple protected groups	29
Event is more valuable than you think: Improving the Similar Legal Case Retrieval via event knowledge	29
HHGN: A Hierarchical Reasoning-based Heterogeneous Graph Neural Network for fact verification	29
An end-to-end deep generative approach with meta-learning optimization for zero-shot object classification	28
Characterizing scientists leaving science before their time: Evidence from mathematics	28
On the effect of relevance scales in crowdsourcing relevance assessments for Information Retrieval evaluation	28
A multimodal time-series method for gifting prediction in live streaming platforms	28
Keyword decisions in sponsored search advertising: A literature review and research agenda	28
A Social-aware Gaussian Pre-trained model for effective cold-start recommendation	27
Towards automatic conceptual metaphor detection for psychological tasks	27
Real-world model for bitcoin price prediction	27
An improved algorithm for practical byzantine fault tolerance to large-scale consortium chain	27
Multi-granularity attribute similarity model for user alignment across social platforms under pre-aligned data sparsity	27
Cognitive Biases in Fact-Checking and Their Countermeasures: A Review	27
Historical facts learning from Long-Short Terms with Language Model for Temporal Knowledge Graph Reasoning	27
Research on learner “emotion-behavior-ability” characteristics based on MOOC online education user profiles	27
Propagation2Vec: Embedding partial propagation networks for explainable fake news early detection	27
Enhancing image sentiment analysis: A user-centered approach through user emotions and visual features	27
Transfer language selection for zero-shot cross-lingual abusive language detection	26
Data augmentation of credit default swap transactions based on a sequence GAN	26
What users’ musical preference on Twitter reveals about psychological disorders	26
A new data mining method for time series in visual analysis of regional economy	26
Center-retained fine-tuning for conversational question ranking through unsupervised center identification	26
Predicting the fundraising performance of environmental crowdfunding projects: An interpretable machine learning approach	26
The attention inequality of scientists: A core-periphery structure perspective	26
PRoT-FL: A privacy-preserving and robust Training Manager for Federated Learning	26
Financial risk assessment of imbalanced data based on nonlinear causal time-series network	26
An efficient loss function and deep learning approach for ranking stock returns in the absence of prior knowledge	26
Integrating GIN-based multimodal feature transformation and multi-feature combination voting for irony-aware cyberbullying detection	26
Convolutional neural encoding of online reviews for the identification of travel group type topics on TripAdvisor	26
Business intelligence ability to enhance organizational performance and performance evaluation capabilities by improving data mining systems for competitive advantage	26
Examining the importance of spatial aspects of travel routes: A multi-method approach	26
Effects of members’ response styles in an online depression community based on text mining and empirical analysis	25
The shifting role of information processing and management in interdiscipline development: From a collection of tools to a crutch?	25
Leveraging enhanced BERT models for detecting suicidal ideation in Thai social media content amidst COVID-19	25
DualFLAT: Dual Flat-Lattice Transformer for domain-specific Chinese named entity recognition	25
User-Defined SWOT analysis – A change mining perspective on user-generated content	25
Multi-feature fused collaborative attention network for sequential recommendation with semantic-enriched contrastive learning	25
Evaluating the faithfulness of saliency maps in explaining deep learning models using realistic perturbations	25
From statistical methods to deep learning, automatic keyphrase prediction: A survey	25
Examining communication network behaviors, structure and dynamics in an organizational hierarchy: A social network analysis approach	25
Market Competition as a Moderator of the Effect of Social Signals on Viewership in Video-Sharing Platforms	25
A T5-based interpretable reading comprehension model with more accurate evidence training	24
Spatial and temporal twin-guided pattern recurrent graph network for implementing reasoning of spatiotemporal knowledge graph	24
ProMvSD: Towards unsupervised knowledge graph anomaly detection via prior knowledge integration and multi-view semantic-driven estimation	24
Crowdsourced auction-based framework for time-critical and budget-constrained last mile delivery	24
Towards travel recommendation interpretability: Disentangling tourist decision-making process via knowledge graph	24
A contracted container-based code component collaboration model with reusable but invisible right management	24
Efficient CRNN: Towards end-to-end low resource Urdu text recognition using depthwise separable convolutions and gated recurrent units	24
Retrieval Contrastive Learning for Aspect-Level Sentiment Classification	24
Tag embedding based personalized point of interest recommendation system	24
From coarse to fine: Enhancing multi-document summarization with multi-granularity relationship-based extractor	24