Information Processing & Management

Article	Citations
Why logit distillation works: A novel knowledge distillation technique by deriving target augmentation and logits distortion	314
DMGAE: An interpretable representation learning method for directed scale-free networks based on autoencoder and masking	201
Editorial Board	198
UniDE: A multi-level and low-resource framework for automatic dialogue evaluation via LLM-based data augmentation and multitask learning	167
Enhancing video rumor detection through multimodal deep feature fusion with time-sync comments	166
How can consumers without credit history benefit from the use of information processing and machine learning tools by financial institutions?	160
A bias–variance evaluation framework for information retrieval systems	149
Research on the construction of event corpus with document-level causal relations for social security	147
A novel approach to assess and improve syntactic interoperability in data integration	136
Exploiting context-awareness and multi-criteria decision making to improve items recommendation using a tripartite graph-based model	131
Low-resource court judgment summarization for common law systems	126
CDFRS: A scalable sampling approach for efficient big data analysis	118
Multi-View disentanglement-based bidirectional generalized distillation for diagnosis of liver cancers with ultrasound images	118
Enhancing relevant concepts extraction for ontology learning using domain time relevance	113
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	111
Understanding the information journeys of late-life migrants to inform support design: Information seeking driven by a major life transition	106
Domain- and category-style clustering for general fake news detection via contrastive learning	105
Practical perspectives of consumer fairness in recommendation	99
Global and local hypergraph learning method with semantic enhancement for POI recommendation	97
Informed Patch Enhanced HyperGCN for skeleton-based action recognition	97
Popularity prediction for marketer-generated content: A text-guided attention neural network for multi-modal feature fusion	92
Edge contrastive learning for link prediction	92
Persuasion strategies of misinformation-containing posts in the social media	89
Fair and Explainable Depression Detection in Social Media	88
A hierarchical convolutional model for biomedical relation extraction	86

Editorial Board	81
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	81
Modeling label-wise syntax for fine-grained sentiment analysis of reviews via memory-based neural model	80
Hierarchical graph fusion network and a new argumentative dataset for multiparty dialogue discourse parsing	79
From words to gender: Quantitative analysis of body part descriptions within literature in Portuguese	77
To academia or industry: Mobility and impact on ACM fellows’ scientific careers	76
Reviewing 25 years of continuous sign language recognition research: Advances, challenges, and prospects	75
Image-based 3D model retrieval via disentangled feature learning and enhanced semantic alignment	75
SelfCP: Compressing over-limit prompt via the frozen large language model itself	75
SC-Com: Spotting Collusive Community in Opinion Spam Detection	74
Information matching model and multi-angle tracking algorithm for loan loss-linking customers based on the family mobile social-contact big data network	74
PecidRL: Petition expectation correction and identification based on deep reinforcement learning	72
Interest Evolution-driven Gated Neighborhood aggregation representation for dynamic recommendation in e-commerce	72
An empirical study of Multimodal Entity-Based Sentiment Analysis with ChatGPT: Improving in-context learning via entity-aware contrastive learning	71
Replicable semi-supervised approaches to state-of-the-art stance detection of tweets	70
Adaptive orthogonal semi-supervised feature selection with reliable label matrix learning	69
Beyond expression: Comprehensive visualization of knowledge triplet facts	67
Quantifying the structural and temporal characteristics of negative links in signed citation networks	66
Is my stance the same as your stance? A cross validation study of stance detection datasets	66
An Intelligent Cognitive-Inspired Computing with Big Data Analytics Framework for Sentiment Analysis and Classification	66
Combining association-rule-guided sequence augmentation with listwise contrastive learning for session-based recommendation	66
Utilizing cognitive signals generated during human reading to enhance keyphrase extraction from microblogs	65
On the efficacy of old features for the detection of new bots	65
Predicting the Hate: A GSTM Model based on COVID-19 Hate Speech Datasets	64
Is diversity optimization always suitable? Toward a better understanding of diversity within recommendation approaches	63
Neural membrane computing models with migrating rules for density peak clustering	62
Multi-kernel graph fusion for spectral clustering	62
CAWAL: A novel unified analytics framework for enterprise web applications and multi-server environments	62
Contrastive Graph Convolutional Networks with adaptive augmentation for text classification	61
Quantification and prediction of engagement: Applied to personalized course recommendation to reduce dropout in MOOCs	61
Noise-reducing graph neural network with intent-target co-action for session-based recommendation	59
Improving legal judgment prediction through reinforced criminal element extraction	59
Perceptions of Edinburgh: Capturing neighbourhood characteristics by clustering geoparsed local news	58
Improving Abusive Language Detection with online interaction network	58
Weakly supervised deep metric learning on discrete metric spaces for privacy-preserved clustering	57
Artificial cheerleading in IEO: Marketing campaign or pump and dump scheme	57
Deep learning based conference program organization system from determining articles in session to scheduling	56
XGBoost with Q-learning for complex data processing in business logistics management	55
Arabic machine reading comprehension on the Holy Qur’an using CL-AraBERT	55
Emotion-cognitive reasoning integrated BERT for sentiment analysis of online public opinions on emergencies	55
Topic Audiolization: A Model for Rumor Detection Inspired by Lie Detection Technology	54
The use of convolutional neural networks for abnormal behavior recognition in crowd scenes	54
CLAVE: A deep learning model for source code authorship verification with contrastive learning and transformer encoders	54
Adversarial network integrating dual attention and sparse representation for semi-supervised semantic segmentation	53
Data information processing of traffic digital twins in smart cities using edge intelligent federation learning	52
Measuring and mitigating language model biases in abusive language detection	52
BCE4ZSR: Bi-encoder empowered by teacher cross-encoder for zero-shot cold-start news recommendation	51
A comprehensive study on fidelity metrics for XAI	51
KBHN: A knowledge-aware bi-hypergraph network based on visual-knowledge features fusion for teaching image annotation	51
Information asymmetry evaluation in hotel E-commerce market: Dynamics and pricing strategy under pandemic	51

An effective method for figures and tables detection in academic literature	50
Content still matters. A machine learning model for predicting news longevity from textual and context features	50
ISE-Hate: A benchmark corpus for inter-faith, sectarian, and ethnic hatred detection on social media in Urdu	50
LVTIA: A new method for keyphrase extraction from scientific video lectures	49
Investigating the impact of recommender systems on user-based and item-based popularity bias	49
Al-SPSD: Anti-leakage smart Ponzi schemes detection in blockchain	49
The social-technological ways to develop digital entrepreneurship: Targeting value creation and value capture	49
Exploiting multiple influence pattern of event organizer for event recommendation	48
Estimating financial information asymmetry in real estate transactions in China - An application of two-tier frontier model	48
Mitigating the negative impact of over-association for conversational query production	48
Efficient querying k-trusses on temporal graphs	47
Hierarchical multi-label text classification of tourism resources using a label-aware dual graph attention network	47
Editorial Board	47
ARL: An adaptive reinforcement learning framework for complex question answering over knowledge base	46
Cross-modal image–text search via Efficient Discrete Class Alignment Hashing	46
Development of an intelligent information system for financial analysis depend on supervised machine learning algorithms	46
Joint modeling of causal phrases-sentiments-aspects using Hierarchical Pitman Yor Process	45
Screening through a broad pool: Towards better diversity for lexically constrained text generation	45
Unveiling the secrets of online consumer choice: A deep learning algorithmic approach to evaluate and predict purchase decisions through EEG responses	45
An emotion-based personalized music recommendation framework for emotion improvement	45
Dual emotion based fake news detection: A deep attention-weight update approach	44
EvolveDetector: Towards an evolving fake news detector for emerging events with continual knowledge accumulation and transfer	44
A prompt model with combined semantic refinement for aspect sentiment analysis	44
A high-performance native approach to adaptive blockchain smart-contract transmission and execution	43
Predicting users’ future interests on social networks: A reference framework	43
Not all fake news is semantically similar: Contextual semantic representation learning for multimodal fake news detection	43
Editorial Board	42
SecureCPS: Cognitive inspired framework for detection of cyber attacks in cyber–physical systems	42
How the type and valence of feedback information influence volunteers’ knowledge contribution in citizen science projects	42
BCMF: A bidirectional cross-modal fusion model for fake news detection	42
Knowledge graph representation learning with relation-guided aggregation and interaction	42
Detecting racial stereotypes: An Italian social media corpus where psychology meets NLP	42
The domination effect of the intelligent environment in the catastrophe mechanism of investor behavior	41
Non-autoregressive personalized bundle generation	41
Temporal group-aware graph diffusion networks for dynamic link prediction	41
EGC: A novel event-oriented graph clustering framework for social media text	40
Latent go-explore with area as unit	40
Fair multi-stakeholder news recommender system with hypergraph ranking	40
A Local context enhanced Consistency-aware Mamba-based Sequential Recommendation model	40
Enhancing inter-sentence attention for Semantic Textual Similarity	40
Time-series classification with SAFE: Simple and fast segmented word embedding-based neural time series classifier	40
Characterizing the patterns of China's policies against COVID-19: A bibliometric study	40
On the effects of aggregation strategies for different groups of users in venue recommendation	39
Triple Sparse Denoising Discriminantive Least Squares Regression for image classification	39
Time-aware multi-behavior graph network model for complex group behavior prediction	39
Deconstructing cultural appropriation in online communities: A multilayer network analysis approach	38
GAFM: A Knowledge Graph Completion Method Based on Graph Attention Faded Mechanism	38
PROMISE: A pre-trained knowledge-infused multimodal representation learning framework for medication recommendation	38
Dual-process theory-driven transparent approach for seniors to accept health misinformation detection results	38
Privacy preserving in blockchain-based government data sharing: A Service-On-Chain (SOC) approach	38
Fully Transformer-Equipped Architecture for end-to-end Referring Video Object Segmentation	38
Mining multigranularity decision rules of concept cognition for knowledge graphs based on three-way decision	38
Technostress causes cognitive overload in high-stress people: Eye tracking analysis in a virtual kiosk test	37
Learning context-aware region similarity with effective spatial normalization over Point-of-Interest data	37
Unveiling the dynamics of crisis events: Sentiment and emotion analysis via multi-task learning with attention mechanism and subject-based intent prediction	37
Entity-centric multi-domain transformer for improving generalization in fake news detection	37
Appeal to the head and heart: The persuasive effects of medical crowdfunding charitable appeals on willingness to donate	37
Cyberbullying detection for low-resource languages and dialects: Review of the state of the art	36
Fine-grained depression analysis based on Chinese micro-blog reviews	36
A fine-grained and multi-context-aware learning path recommendation model over knowledge graphs for online learning communities	36
CKEMI: Concept knowledge enhanced metaphor identification framework	36
On the feasibility of Federated Learning towards on-demand client deployment at the edge	36
Learning optimal inter-class margin adaptively for few-shot class-incremental learning via neural collapse-based meta-learning	36
Multi-attribute adaptive aggregation transformer for vehicle re-identification	36
CAF-ODNN: Complementary attention fusion with optimized deep neural network for multimodal fake news detection	36
A machine learning-based sentiment analysis of online product reviews with a novel term weighting and feature selection approach	36
Summarizing source code with Heterogeneous Syntax Graph and dual position	35
Financial literacy and psychological disaster preparedness: applicability of approach based on fuzzy functional dependencies	35
Design and Implementation of an Efficient Electronic Bank Management Information System Based Data Warehouse and Data Mining Processing	35
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	35
Editorial Board	35
How do scientific papers from different journal tiers gain attention on social media?	35
A new deep graph attention approach with influence and preference relationship reconstruction for rate prediction recommendation	35
Privacy-enhancing distributed protocol for data aggregation based on blockchain and homomorphic encryption	34
DSMM: A dual stance-aware multi-task model for rumour veracity on social networks	34
Global information-aware argument mining based on a top-down multi-turn QA model	34
ESGNet: A multimodal network model incorporating entity semantic graphs for information extraction from Chinese resumes	34
Lexicon annotation in sentiment analysis for dialectal Arabic: Systematic review of current trends and future directions	34
Active tag recommendation for interactive entity search: Interaction effectiveness and retrieval performance	34
Enhancing Traceability of Infectious Diseases: A Blockchain-Based Approach	34

Looking deep in the eyes: Investigating interpretation methods for neural models on reading tasks using human eye-movement behaviour	34
Learning robotic motion with mirror therapy framework for hemiparesis rehabilitation	34
Utilizing data driven methods to identify gender bias in LinkedIn profiles	33
A novel emerging topic detection method: A knowledge ecology perspective	33
Map retrieval intention recognition based on relevance feedback and geographic semantic guidance: For better understanding user retrieval demands	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
IS professionals’ information security behaviors in Chinese IT organizations for information security protection	33
FFTree: A flexible tree to handle multiple fairness criteria	33
Towards human-like perception: Learning structural causal model in heterogeneous graph	32
Psycholinguistic knowledge-guided graph network for personality detection of silent users	31
Digital capability requirements and improvement strategies: Organizational socialization of AI teammates	31
Do more heads imply better performance? An empirical study of team thought leaders' impact on scientific team performance	31
Editorial Board	31
A Multi-Criteria Decision Support Model for Restaurant Selection Based on Users' Demand Level: The Case of Dianping.com	31
Improving the performance and explainability of knowledge tracing via Markov blanket	31
IDC-CDR: Cross-domain Recommendation based on Intent Disentanglement and Contrast Learning	31
Historical facts learning from Long-Short Terms with Language Model for Temporal Knowledge Graph Reasoning	31
The effect of business intelligence, organizational learning and innovation on the financial performance of innovative companies located in Science Park	31
3SHNet: Boosting image–sentence retrieval via visual semantic–spatial self-highlighting	31
Multi-task multi-modality SVM for early COVID-19 Diagnosis using chest CT data	31
Entity neighborhood awareness and hierarchical message aggregation for inductive relation prediction	30
Predicting Chinese tourists’ B&B preferences through a method of online reviews causality analytic	30
Gender and sex bias in COVID-19 epidemiological data through the lens of causality	30
HHGN: A Hierarchical Reasoning-based Heterogeneous Graph Neural Network for fact verification	30
A machine learning approach to primacy-peak-recency effect-based satisfaction prediction	30
Enhancing image sentiment analysis: A user-centered approach through user emotions and visual features	30
Research on learner “emotion-behavior-ability” characteristics based on MOOC online education user profiles	30
On the effect of relevance scales in crowdsourcing relevance assessments for Information Retrieval evaluation	30
Dynamic graph construction via motif detection for stock prediction	30
A plug-and-play adapter for consistency identification in task-oriented dialogue systems	30
Multi-granularity attribute similarity model for user alignment across social platforms under pre-aligned data sparsity	30
Let long-term interests talk: An disentangled learning model for recommendation based on short-term interests generation	30
An end-to-end deep generative approach with meta-learning optimization for zero-shot object classification	30
Demographics and topics impact on the co-spread of COVID-19 misinformation and fact-checks on Twitter	30
Hierarchical information matters! Improving AMR parsing with multi-granularity representation interactions	29
Event is more valuable than you think: Improving the Similar Legal Case Retrieval via event knowledge	29
A novel multi-view clustering approach via proximity-based factorization targeting structural maintenance and sparsity challenges for text and image categorization	29
EPIC: An epidemiological investigation of COVID-19 dataset for Chinese named entity recognition	29
Fair Top-k Ranking with multiple protected groups	29
Improving unsupervised keyphrase extraction by modeling hierarchical multi-granularity features	29
Characterizing scientists leaving science before their time: Evidence from mathematics	28
Real-world model for bitcoin price prediction	28
Keyword decisions in sponsored search advertising: A literature review and research agenda	28
ListMAP: Listwise learning to rank as maximum a posteriori estimation	28
An improved algorithm for practical byzantine fault tolerance to large-scale consortium chain	28
A novel dropout mechanism with label extension schema toward text emotion classification	28
Towards automatic conceptual metaphor detection for psychological tasks	28
Extracting key insights from earnings call transcript via information-theoretic contrastive learning	28
A multimodal time-series method for gifting prediction in live streaming platforms	27
Recognizing misogynous memes: Biased models and tricky archetypes	27
Financial risk assessment of imbalanced data based on nonlinear causal time-series network	27
An efficient loss function and deep learning approach for ranking stock returns in the absence of prior knowledge	27
Data augmentation of credit default swap transactions based on a sequence GAN	27
Cognitive Biases in Fact-Checking and Their Countermeasures: A Review	27
Enhanced prototypical network for few-shot relation extraction	27
A new data mining method for time series in visual analysis of regional economy	27
Examining the importance of spatial aspects of travel routes: A multi-method approach	27
Crowdsourced auction-based framework for time-critical and budget-constrained last mile delivery	27
Revealing the technology development of natural language processing: A Scientific entity-centric perspective	27
Propagation2Vec: Embedding partial propagation networks for explainable fake news early detection	27
A Social-aware Gaussian Pre-trained model for effective cold-start recommendation	27
Center-retained fine-tuning for conversational question ranking through unsupervised center identification	27
Tag embedding based personalized point of interest recommendation system	27
Convolutional neural encoding of online reviews for the identification of travel group type topics on TripAdvisor	26
From statistical methods to deep learning, automatic keyphrase prediction: A survey	26
Legal Judgment Prediction via graph boosting with constraints	26
Ceasing hate with MoH: Hate Speech Detection in Hindi–English code-switched language	26
EIOA: A computing expectation-based influence evaluation method in weighted hypergraphs	26
PRoT-FL: A privacy-preserving and robust Training Manager for Federated Learning	26
What users’ musical preference on Twitter reveals about psychological disorders	26
DualFLAT: Dual Flat-Lattice Transformer for domain-specific Chinese named entity recognition	26
Retrieval Contrastive Learning for Aspect-Level Sentiment Classification	25
Towards travel recommendation interpretability: Disentangling tourist decision-making process via knowledge graph	25
Examining communication network behaviors, structure and dynamics in an organizational hierarchy: A social network analysis approach	25
Unifying knowledge iterative dissemination and relational reconstruction network for image–text matching	25
Market Competition as a Moderator of the Effect of Social Signals on Viewership in Video-Sharing Platforms	25
Leveraging enhanced BERT models for detecting suicidal ideation in Thai social media content amidst COVID-19	25
Predicting the fundraising performance of environmental crowdfunding projects: An interpretable machine learning approach	25
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
Integrating GIN-based multimodal feature transformation and multi-feature combination voting for irony-aware cyberbullying detection	24
Business intelligence ability to enhance organizational performance and performance evaluation capabilities by improving data mining systems for competitive advantage	24
Evaluating the faithfulness of saliency maps in explaining deep learning models using realistic perturbations	24
Spatial and temporal twin-guided pattern recurrent graph network for implementing reasoning of spatiotemporal knowledge graph	24
A co-attention based multi-modal fusion network for review helpfulness prediction	24
Multi-feature fused collaborative attention network for sequential recommendation with semantic-enriched contrastive learning	24
User-Defined SWOT analysis – A change mining perspective on user-generated content	24
A T5-based interpretable reading comprehension model with more accurate evidence training	24
A contracted container-based code component collaboration model with reusable but invisible right management	24
Transfer language selection for zero-shot cross-lingual abusive language detection	24
EACE: A document-level event argument extraction model with argument constraint enhancement	24
User satisfaction with Arabic COVID-19 apps: Sentiment analysis of users’ reviews using machine learning techniques	24
IterSum: Iterative summarization based on document topological structure	24
Reducing 0s bias in video moment retrieval with a circular competence-based captioner	23