Information Processing & Management

Article	Citations
DMGAE: An interpretable representation learning method for directed scale-free networks based on autoencoder and masking	419
Editorial Board	307
Popularity prediction for marketer-generated content: A text-guided attention neural network for multi-modal feature fusion	218
CDFRS: A scalable sampling approach for efficient big data analysis	172
Why logit distillation works: A novel knowledge distillation technique by deriving target augmentation and logits distortion	165
Breaking data barriers in medical diagnosis with MSDGD framework based on Gaussian Diffusion Generation	158
A novel approach to assess and improve syntactic interoperability in data integration	131
A bias–variance evaluation framework for information retrieval systems	128
Enhancing relevant concepts extraction for ontology learning using domain time relevance	116
MCCI: A multi-channel collaborative interaction framework for multimodal knowledge graph completion	113
Low-resource court judgment summarization for common law systems	106
Research on the construction of event corpus with document-level causal relations for social security	104
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	102
Edge contrastive learning for link prediction	98
Practical perspectives of consumer fairness in recommendation	96
Understanding the information journeys of late-life migrants to inform support design: Information seeking driven by a major life transition	95
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	94
Enhancing video rumor detection through multimodal deep feature fusion with time-sync comments	89
How can consumers without credit history benefit from the use of information processing and machine learning tools by financial institutions?	87
Fair and Explainable Depression Detection in Social Media	87
A hierarchical convolutional model for biomedical relation extraction	86
UniDE: A multi-level and low-resource framework for automatic dialogue evaluation via LLM-based data augmentation and multitask learning	86
Exploiting context-awareness and multi-criteria decision making to improve items recommendation using a tripartite graph-based model	85
Multi-View disentanglement-based bidirectional generalized distillation for diagnosis of liver cancers with ultrasound images	84
Domain- and category-style clustering for general fake news detection via contrastive learning	83

Hierarchical chat-based strategies with MLLMs for Spatio-temporal action detection	81
Temporal Neighbor Sequence-based Interpretable Spammer Groups Detection on E-commerce platform	80
Informed Patch Enhanced HyperGCN for skeleton-based action recognition	79
Global and local hypergraph learning method with semantic enhancement for POI recommendation	74
Information matching model and multi-angle tracking algorithm for loan loss-linking customers based on the family mobile social-contact big data network	73
Interest Evolution-driven Gated Neighborhood aggregation representation for dynamic recommendation in e-commerce	73
Combining association-rule-guided sequence augmentation with listwise contrastive learning for session-based recommendation	72
Beyond expression: Comprehensive visualization of knowledge triplet facts	72
CAWAL: A novel unified analytics framework for enterprise web applications and multi-server environments	71
NiNet: A new invertible neural network architecture more suitable for deep image hiding	71
Quantifying the structural and temporal characteristics of negative links in signed citation networks	69
Deep learning based conference program organization system from determining articles in session to scheduling	69
Editorial Board	68
Image-based 3D model retrieval via disentangled feature learning and enhanced semantic alignment	67
Artificial cheerleading in IEO: Marketing campaign or pump and dump scheme	66
PecidRL: Petition expectation correction and identification based on deep reinforcement learning	66
Is my stance the same as your stance? A cross validation study of stance detection datasets	65
Weakly supervised deep metric learning on discrete metric spaces for privacy-preserved clustering	65
Multi-kernel graph fusion for spectral clustering	63
Utilizing cognitive signals generated during human reading to enhance keyphrase extraction from microblogs	63
Hierarchical graph fusion network and a new argumentative dataset for multiparty dialogue discourse parsing	62
Guest editorial of the IPM special issue on information science in human-centered AI	62
From words to gender: Quantitative analysis of body part descriptions within literature in Portuguese	62
The memory cycle of time-series public opinion data: Validation based on deep learning prediction	62
Perceptions of Edinburgh: Capturing neighbourhood characteristics by clustering geoparsed local news	62
Contrastive Graph Convolutional Networks with adaptive augmentation for text classification	62
An Intelligent Cognitive-Inspired Computing with Big Data Analytics Framework for Sentiment Analysis and Classification	61
Improving legal judgment prediction through reinforced criminal element extraction	60
Replicable semi-supervised approaches to state-of-the-art stance detection of tweets	60
Improving Abusive Language Detection with online interaction network	58
To academia or industry: Mobility and impact on ACM fellows’ scientific careers	58
Topic Audiolization: A Model for Rumor Detection Inspired by Lie Detection Technology	58
Arabic machine reading comprehension on the Holy Qur’an using CL-AraBERT	57
Reviewing 25 years of continuous sign language recognition research: Advances, challenges, and prospects	55
Quantification and prediction of engagement: Applied to personalized course recommendation to reduce dropout in MOOCs	54
Neural membrane computing models with migrating rules for density peak clustering	54
Retriever-generator-verification: A novel approach to enhancing factual coherence in open-domain question answering	53
Adaptive orthogonal semi-supervised feature selection with reliable label matrix learning	53
Predicting the Hate: A GSTM Model based on COVID-19 Hate Speech Datasets	52
Noise-reducing graph neural network with intent-target co-action for session-based recommendation	52
SelfCP: Compressing over-limit prompt via the frozen large language model itself	52
XGBoost with Q-learning for complex data processing in business logistics management	52
Unveiling the secrets of online consumer choice: A deep learning algorithmic approach to evaluate and predict purchase decisions through EEG responses	51
Emotion-cognitive reasoning integrated BERT for sentiment analysis of online public opinions on emergencies	51
An effective method for figures and tables detection in academic literature	51
An empirical study of Multimodal Entity-Based Sentiment Analysis with ChatGPT: Improving in-context learning via entity-aware contrastive learning	51
Content still matters. A machine learning model for predicting news longevity from textual and context features	50
Screening through a broad pool: Towards better diversity for lexically constrained text generation	50
Editorial Board	50
Predicting users’ future interests on social networks: A reference framework	49

Information asymmetry evaluation in hotel E-commerce market: Dynamics and pricing strategy under pandemic	48
Cross-modal image–text search via Efficient Discrete Class Alignment Hashing	48
Joint modeling of causal phrases-sentiments-aspects using Hierarchical Pitman Yor Process	48
Development of an intelligent information system for financial analysis depend on supervised machine learning algorithms	48
KBHN: A knowledge-aware bi-hypergraph network based on visual-knowledge features fusion for teaching image annotation	48
LVTIA: A new method for keyphrase extraction from scientific video lectures	48
Estimating financial information asymmetry in real estate transactions in China - An application of two-tier frontier model	47
BCE4ZSR: Bi-encoder empowered by teacher cross-encoder for zero-shot cold-start news recommendation	47
Measuring and mitigating language model biases in abusive language detection	47
A prompt model with combined semantic refinement for aspect sentiment analysis	47
Data information processing of traffic digital twins in smart cities using edge intelligent federation learning	46
An emotion-based personalized music recommendation framework for emotion improvement	46
SST: Self-training with self-adaptive thresholding for semi-supervised learning	46
ARL: An adaptive reinforcement learning framework for complex question answering over knowledge base	46
ISE-Hate: A benchmark corpus for inter-faith, sectarian, and ethnic hatred detection on social media in Urdu	45
The use of convolutional neural networks for abnormal behavior recognition in crowd scenes	45
CLAVE: A deep learning model for source code authorship verification with contrastive learning and transformer encoders	45
BCMF: A bidirectional cross-modal fusion model for fake news detection	45
Knowledge graph representation learning with relation-guided aggregation and interaction	44
Exploiting multiple influence pattern of event organizer for event recommendation	44
The social-technological ways to develop digital entrepreneurship: Targeting value creation and value capture	44
Mitigating the negative impact of over-association for conversational query production	44
Detecting racial stereotypes: An Italian social media corpus where psychology meets NLP	44
Hierarchical multi-label text classification of tourism resources using a label-aware dual graph attention network	43
Dual emotion based fake news detection: A deep attention-weight update approach	43
Temporal-spatial hierarchical contrastive learning for misinformation detection: A public-behavior perspective	43
SecureCPS: Cognitive inspired framework for detection of cyber attacks in cyber–physical systems	43
Not all fake news is semantically similar: Contextual semantic representation learning for multimodal fake news detection	43
A comprehensive study on fidelity metrics for XAI	43
Editorial Board	42
EvolveDetector: Towards an evolving fake news detector for emerging events with continual knowledge accumulation and transfer	42
Quality-Controllable automatic construction method of Chinese knowledge graph for medical decision-making applications	41
The domination effect of the intelligent environment in the catastrophe mechanism of investor behavior	41
Non-autoregressive personalized bundle generation	41
Personal information organization literacy in the academic context: Scale development, performance assessment, and influence exploration	41
Latent go-explore with area as unit	41
Knowledge enhanced representation learning network for drug recommendation	40
Multi-attribute adaptive aggregation transformer for vehicle re-identification	40
Enhancing inter-sentence attention for Semantic Textual Similarity	40
Triple Sparse Denoising Discriminantive Least Squares Regression for image classification	40
Unveiling the dynamics of crisis events: Sentiment and emotion analysis via multi-task learning with attention mechanism and subject-based intent prediction	39
Learning context-aware region similarity with effective spatial normalization over Point-of-Interest data	39
GAFM: A Knowledge Graph Completion Method Based on Graph Attention Faded Mechanism	39
Deconstructing cultural appropriation in online communities: A multilayer network analysis approach	39
Exploring news intent and its application: A theory-driven approach	39
Appeal to the head and heart: The persuasive effects of medical crowdfunding charitable appeals on willingness to donate	39
Time-series classification with SAFE: Simple and fast segmented word embedding-based neural time series classifier	38
On the feasibility of Federated Learning towards on-demand client deployment at the edge	38
Technostress causes cognitive overload in high-stress people: Eye tracking analysis in a virtual kiosk test	38
Mining multigranularity decision rules of concept cognition for knowledge graphs based on three-way decision	38
Fully Transformer-Equipped Architecture for end-to-end Referring Video Object Segmentation	37
Multi-label feature selection based on multi-granulation separability	37
Cyberbullying detection for low-resource languages and dialects: Review of the state of the art	37
Temporal group-aware graph diffusion networks for dynamic link prediction	37
PROMISE: A pre-trained knowledge-infused multimodal representation learning framework for medication recommendation	37
EGC: A novel event-oriented graph clustering framework for social media text	37
Unveiling citation peaks: How innovation faces delayed recognition in science	37
A Local context enhanced Consistency-aware Mamba-based Sequential Recommendation model	37
Time-aware multi-behavior graph network model for complex group behavior prediction	37
CAF-ODNN: Complementary attention fusion with optimized deep neural network for multimodal fake news detection	36
Learning optimal inter-class margin adaptively for few-shot class-incremental learning via neural collapse-based meta-learning	36
A fine-grained and multi-context-aware learning path recommendation model over knowledge graphs for online learning communities	36
Entity-centric multi-domain transformer for improving generalization in fake news detection	36
CKEMI: Concept knowledge enhanced metaphor identification framework	36
Dual-process theory-driven transparent approach for seniors to accept health misinformation detection results	36
DSMM: A dual stance-aware multi-task model for rumour veracity on social networks	35
Improving the performance and explainability of knowledge tracing via Markov blanket	35
Active tag recommendation for interactive entity search: Interaction effectiveness and retrieval performance	35
Looking deep in the eyes: Investigating interpretation methods for neural models on reading tasks using human eye-movement behaviour	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
Multi-task multi-modality SVM for early COVID-19 Diagnosis using chest CT data	35
Summarizing source code with Heterogeneous Syntax Graph and dual position	35
How do scientific papers from different journal tiers gain attention on social media?	35
Combining travel behavior in metro passenger flow prediction: A smart explainable Stacking-Catboost algorithm	35
IDC-CDR: Cross-domain Recommendation based on Intent Disentanglement and Contrast Learning	35
Editorial Board	35
Learning robotic motion with mirror therapy framework for hemiparesis rehabilitation	34
Multimodal disentanglement implicit distillation for speech emotion recognition	34
Enhancing media literacy: The effectiveness of (Human) annotations and bias visualizations on bias detection	34
Financial literacy and psychological disaster preparedness: applicability of approach based on fuzzy functional dependencies	34

FFTree: A flexible tree to handle multiple fairness criteria	34
ESGNet: A multimodal network model incorporating entity semantic graphs for information extraction from Chinese resumes	34
Do more heads imply better performance? An empirical study of team thought leaders' impact on scientific team performance	34
Map retrieval intention recognition based on relevance feedback and geographic semantic guidance: For better understanding user retrieval demands	33
Towards human-like perception: Learning structural causal model in heterogeneous graph	33
IS professionals’ information security behaviors in Chinese IT organizations for information security protection	33
A novel emerging topic detection method: A knowledge ecology perspective	33
Design and Implementation of an Efficient Electronic Bank Management Information System Based Data Warehouse and Data Mining Processing	33
The effect of business intelligence, organizational learning and innovation on the financial performance of innovative companies located in Science Park	33
Utilizing data driven methods to identify gender bias in LinkedIn profiles	33
Algorithmic Drift: A simulation framework to study the effects of recommender systems on user preferences	32
PaperEval: A universal, quantitative, and explainable paper evaluation method powered by a multi-agent system	32
Global information-aware argument mining based on a top-down multi-turn QA model	32
Privacy-preserving cancelable multi-biometrics for identity information management	32
Digital capability requirements and improvement strategies: Organizational socialization of AI teammates	32
A new deep graph attention approach with influence and preference relationship reconstruction for rate prediction recommendation	32
A Multi-Criteria Decision Support Model for Restaurant Selection Based on Users' Demand Level: The Case of Dianping.com	32
3SHNet: Boosting image–sentence retrieval via visual semantic–spatial self-highlighting	32
Recognizing misogynous memes: Biased models and tricky archetypes	31
Lexicon annotation in sentiment analysis for dialectal Arabic: Systematic review of current trends and future directions	31
Efficient processing of k-hop reachability queries on temporal bi	31
A plug-and-play adapter for consistency identification in task-oriented dialogue systems	31
Hierarchical information matters! Improving AMR parsing with multi-granularity representation interactions	31
Psycholinguistic knowledge-guided graph network for personality detection of silent users	31
Towards automatic conceptual metaphor detection for psychological tasks	30
Enhancing public campaign messages: The power of causal arguments	30
Editorial Board	30
Event is more valuable than you think: Improving the Similar Legal Case Retrieval via event knowledge	29
ListMAP: Listwise learning to rank as maximum a posteriori estimation	29
Improving unsupervised keyphrase extraction by modeling hierarchical multi-granularity features	29
Entity neighborhood awareness and hierarchical message aggregation for inductive relation prediction	29
Bibliometric feature identification and analysis of retracted papers in biomedicine: An interpretable machine learning perspective	29
Revealing the technology development of natural language processing: A Scientific entity-centric perspective	29
A machine learning approach to primacy-peak-recency effect-based satisfaction prediction	29
Enhancing long-form question answering via reflection with question decomposition	29
Enhancing image sentiment analysis: A user-centered approach through user emotions and visual features	29
EPIC: An epidemiological investigation of COVID-19 dataset for Chinese named entity recognition	29
An improved algorithm for practical byzantine fault tolerance to large-scale consortium chain	29
Gender and sex bias in COVID-19 epidemiological data through the lens of causality	29
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	29
Predicting Chinese tourists’ B&B preferences through a method of online reviews causality analytic	29
Dynamic graph construction via motif detection for stock prediction	29
A Social-aware Gaussian Pre-trained model for effective cold-start recommendation	29
Keyword decisions in sponsored search advertising: A literature review and research agenda	28
Let long-term interests talk: An disentangled learning model for recommendation based on short-term interests generation	28
Historical facts learning from Long-Short Terms with Language Model for Temporal Knowledge Graph Reasoning	28
Real-world model for bitcoin price prediction	28
An end-to-end deep generative approach with meta-learning optimization for zero-shot object classification	28
Extracting key insights from earnings call transcript via information-theoretic contrastive learning	28
Cognitive Biases in Fact-Checking and Their Countermeasures: A Review	28
A novel dropout mechanism with label extension schema toward text emotion classification	28
Fair Top-k Ranking with multiple protected groups	28
Research on learner “emotion-behavior-ability” characteristics based on MOOC online education user profiles	28
What users’ musical preference on Twitter reveals about psychological disorders	27
Crowdsourced auction-based framework for time-critical and budget-constrained last mile delivery	27
The shifting role of information processing and management in interdiscipline development: From a collection of tools to a crutch?	27
Multi-granularity attribute similarity model for user alignment across social platforms under pre-aligned data sparsity	27
Center-retained fine-tuning for conversational question ranking through unsupervised center identification	27
Market Competition as a Moderator of the Effect of Social Signals on Viewership in Video-Sharing Platforms	27
Examining the importance of spatial aspects of travel routes: A multi-method approach	27
User satisfaction with Arabic COVID-19 apps: Sentiment analysis of users’ reviews using machine learning techniques	27
A multimodal time-series method for gifting prediction in live streaming platforms	27
From statistical methods to deep learning, automatic keyphrase prediction: A survey	27
The attention inequality of scientists: A core-periphery structure perspective	27
Business intelligence ability to enhance organizational performance and performance evaluation capabilities by improving data mining systems for competitive advantage	27
Legal Judgment Prediction via graph boosting with constraints	27
Data augmentation of credit default swap transactions based on a sequence GAN	27
FGVIrony: A Chinese Dataset of Fine-grained Verbal Irony	27
Retrieval Contrastive Learning for Aspect-Level Sentiment Classification	26
Evaluating the faithfulness of saliency maps in explaining deep learning models using realistic perturbations	26
Ceasing hate with MoH: Hate Speech Detection in Hindi–English code-switched language	26
Unifying knowledge iterative dissemination and relational reconstruction network for image–text matching	26
PRoT-FL: A privacy-preserving and robust Training Manager for Federated Learning	26
Knowledge graph validation by integrating LLMs and human-in-the-loop	26
Examining communication network behaviors, structure and dynamics in an organizational hierarchy: A social network analysis approach	26
Multi-feature fused collaborative attention network for sequential recommendation with semantic-enriched contrastive learning	26
A new data mining method for time series in visual analysis of regional economy	26
Transfer language selection for zero-shot cross-lingual abusive language detection	26
Leveraging enhanced BERT models for detecting suicidal ideation in Thai social media content amidst COVID-19	26
Predicting the fundraising performance of environmental crowdfunding projects: An interpretable machine learning approach	26
A T5-based interpretable reading comprehension model with more accurate evidence training	26
EIOA: A computing expectation-based influence evaluation method in weighted hypergraphs	26
Effects of members’ response styles in an online depression community based on text mining and empirical analysis	26
An efficient loss function and deep learning approach for ranking stock returns in the absence of prior knowledge	25
EACE: A document-level event argument extraction model with argument constraint enhancement	25
Time–frequency recurrent transformer with diversity constraint for dense video captioning	25
Financial risk assessment of imbalanced data based on nonlinear causal time-series network	25
Integrating GIN-based multimodal feature transformation and multi-feature combination voting for irony-aware cyberbullying detection	25
A contracted container-based code component collaboration model with reusable but invisible right management	25
Towards travel recommendation interpretability: Disentangling tourist decision-making process via knowledge graph	25
DualFLAT: Dual Flat-Lattice Transformer for domain-specific Chinese named entity recognition	25
A co-attention based multi-modal fusion network for review helpfulness prediction	25
Information resources estimation for accurate distribution-based concept drift detection	25
Discovering the influences of the patent innovations on the stock market	24
Few-shot entity linking of food names	24