Information Processing & Management

Article	Citations
A bias–variance evaluation framework for information retrieval systems	286
Exploiting temporal changes in query submission behavior for improving the search engine result cache performance	198
TBC-MI : Suppressing noise labels by maximizing cleaning samples for robust image classification	175
Algorithm design and performance evaluation of sparse induced suffix sorting	163
Model-aware privacy-preserving with start trigger method for person re-identification	148
Low-resource court judgment summarization for common law systems	147
Interpretable software estimation with graph neural networks and orthogonal array tunning method	146
Collective prompt tuning with relation inference for document-level relation extraction	140
Chinese nested entity recognition method for the finance domain based on heterogeneous graph network	140
CoTea: Collaborative teaching for low-resource named entity recognition with a divide-and-conquer strategy	126
Configurational determinants of time-to-win in NSFC youth program funding: Insights from Chinese library and information science	121
User satisfaction with Arabic COVID-19 apps: Sentiment analysis of users’ reviews using machine learning techniques	120
NSEP: Early fake news detection via news semantic environment perception	114
Global and local hypergraph learning method with semantic enhancement for POI recommendation	105
Responsible and human centric AI-based insurance advisors	105
Fuser: An enhanced multimodal fusion framework with congruent reinforced perceptron for hateful memes detection	102
Diversity feature constraint based on heterogeneous data for unsupervised person re-identification	97
Artificial intelligence implication on energy sustainability in Internet of Things: A survey	97
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	96
An explainable artificial intelligence approach for financial distress prediction	93
The impact of business intelligence on the marketing with emphasis on cooperative learning: Case-study on the insurance companies	92
Crowdsourced auction-based framework for time-critical and budget-constrained last mile delivery	91
Gauging, enriching and applying geography knowledge in Pre-trained Language Models	87
Enhancing video rumor detection through multimodal deep feature fusion with time-sync comments	86
Embracing the power of ensemble forecasting: A novel hybrid approach for advanced predictive modeling	85

DRFN: A unified framework for complex document layout analysis	83
Examining communication network behaviors, structure and dynamics in an organizational hierarchy: A social network analysis approach	83
Blockchain-based Data Trading in Edge-cloud Computing Environment	80
A systemic functional linguistics approach to implicit entity recognition in tweets	80
A novel Dual-Blockchained structure for contract-theoretic LoRa-based information systems	78
A Natural Language Processing Approach to Understanding Context in the Extraction and GeoCoding of Historical Floods, Storms, and Adaptation Measures	77
Developing scalable management information system with big financial data using data mart and mining architecture	75
SmartRolling: A human–machine interface for wheelchair control using EEG and smart sensing techniques	74
FairCare: Adversarial training of a heterogeneous graph neural network with attention mechanism to learn fair representations of electronic health records	73
ReGR: Relation-aware graph reasoning framework for video question answering	73
DNS tunnels detection via DNS-images	71
IoT data visualization for business intelligence in corporate finance	71
Boosting question answering over knowledge graph with reward integration and policy evaluation under weak supervision	71
On the task assignment with group fairness for spatial crowdsourcing	70
A hierarchical convolutional model for biomedical relation extraction	70
Negative Can Be Positive: Signed Graph Neural Networks for Recommendation	70
Dementia analysis from functional connectivity network with graph neural networks	69
A T5-based interpretable reading comprehension model with more accurate evidence training	68
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	68
An interpretable polytomous cognitive diagnosis framework for predicting examinee performance	68
Enhancing sequential recommendation with contrastive Generative Adversarial Network	66
A semantic approach to post-retrieval query performance prediction	66
XBlock-EOS: Extracting and exploring blockchain data from EOSIO	66
Editorial Board	66
Multimodality Alzheimer's Disease Analysis in Deep Riemannian Manifold	65
CD/CV: Blockchain-based schemes for continuous verifiability and traceability of IoT data for edge–fog–cloud	64
Zero-shot cross-lingual transfer language selection using linguistic similarity	63
The shifting role of information processing and management in interdiscipline development: From a collection of tools to a crutch?	61
Where have you been: Dual spatiotemporal-aware user mobility modeling for missing check-in POI identification	61
A new data mining method for time series in visual analysis of regional economy	61
Touching text line segmentation combined local baseline and connected component for Uchen Tibetan historical documents	60
Investigating the role of in-situ user expectations in Web search	60
Re-examining lexical and semantic attention: Dual-view graph convolutions enhanced BERT for academic paper rating	60
Transfer language selection for zero-shot cross-lingual abusive language detection	60
Toward Cranfield-inspired reusability assessment in interactive information retrieval evaluation	59
MKL-SING: A data-driven approach of sign recognition for managing and improving public services	58
A framework for predicting scientific disruption based on graph signal processing	57
Editorial Board	57
EIOA: A computing expectation-based influence evaluation method in weighted hypergraphs	57
A joint learning approach with knowledge injection for zero-shot cross-lingual hate speech detection	57
TCACNet: Temporal and channel attention convolutional network for motor imagery classification of EEG-based BCI	56
Analyzing the impact of social networks and social behavior on electronic business during COVID-19 pandemic	55
Understanding the information journeys of late-life migrants to inform support design: Information seeking driven by a major life transition	55
Enhancing relevant concepts extraction for ontology learning using domain time relevance	54
A deep learning-based expert finding method to retrieve agile software teams from CQAs	54
User-interactive innovation knowledge acquisition model based on social media	54
Offensive, aggressive, and hate speech analysis: From data-centric to human-centered approach	53
Data augmentation of credit default swap transactions based on a sequence GAN	53
Popularity prediction for marketer-generated content: A text-guided attention neural network for multi-modal feature fusion	53
Decentralizing science: Towards an interoperable open peer review ecosystem using blockchain	53

Business intelligence ability to enhance organizational performance and performance evaluation capabilities by improving data mining systems for competitive advantage	51
What users’ musical preference on Twitter reveals about psychological disorders	51
Examining the effect of whitening on static and contextualized word embeddings	50
Examining the importance of spatial aspects of travel routes: A multi-method approach	50
Market Competition as a Moderator of the Effect of Social Signals on Viewership in Video-Sharing Platforms	50
Center-retained fine-tuning for conversational question ranking through unsupervised center identification	49
Predicting the fundraising performance of environmental crowdfunding projects: An interpretable machine learning approach	49
Retrieval Contrastive Learning for Aspect-Level Sentiment Classification	49
MLRN: A multi-view local reconstruction network for single image restoration	48
Edge contrastive learning for link prediction	48
Research on the construction of event corpus with document-level causal relations for social security	48
A Token-based transition-aware joint framework for multi-span question answering	48
Leveraging enhanced BERT models for detecting suicidal ideation in Thai social media content amidst COVID-19	47
Domain- and category-style clustering for general fake news detection via contrastive learning	47
Limits of predictability in top-N recommendation	47
Metaverse-based distance learning as a transactional distance mitigator and memory retrieval stimulant	47
Multi-granularity contrastive zero-shot learning model based on attribute decomposition	46
Fusing temporal and semantic dependencies for session-based recommendation	46
Moment matching of joint distributions for unsupervised domain adaptation	46
DualFLAT: Dual Flat-Lattice Transformer for domain-specific Chinese named entity recognition	45
How can consumers without credit history benefit from the use of information processing and machine learning tools by financial institutions?	45
PRoT-FL: A privacy-preserving and robust Training Manager for Federated Learning	45
Zipfian regularities in “non-point” word representations	44
Improving On-line Scientific Resource Profiling by Exploiting Resource Citation Information in the Literature	44
Pattern and content controlled response generation	44
Convolutional neural encoding of online reviews for the identification of travel group type topics on TripAdvisor	43
Enhanced Deep Discrete Hashing with semantic-visual similarity for image retrieval	43
Understanding roles in collaborative information behaviour: a case of Chinese group travelling	43
Mapping WordNet onto human brain connectome in emotion processing and semantic similarity recognition	43
Recognition and determination of fuzzy logical relationship in the system fault evolution process	43
TechWordNet: Development of semantic relation for technology information analysis using F-term and natural language processing	42
Practical perspectives of consumer fairness in recommendation	42
Feature selection based on absolute deviation factor for text classification	42
Tag embedding based personalized point of interest recommendation system	42
Evaluating the faithfulness of saliency maps in explaining deep learning models using realistic perturbations	42
Exploiting context-awareness and multi-criteria decision making to improve items recommendation using a tripartite graph-based model	41
Aspect-Based Pair-Wise Opinion Generation in Chinese automotive reviews: Design of the task, dataset and model	41
AdaSL: An Unsupervised Domain Adaptation framework for Arabic multi-dialectal Sequence Labeling	41
Topics of the nationwide phone-ins with Vladimir Putin and their role for public support and Russian economy	41
Iterative rule-guided reasoning over sparse knowledge graphs with deep reinforcement learning	40
A Dual-Pointer guided transition system for end-to-end structured sentiment analysis with global graph reasoning	40
Reviewer assignment algorithms for peer review automation: A survey	40
Adaptive and structured graph learning for semi-supervised clustering	40
Predicting information usefulness in health information identification from modal behaviors	39
Semantic matching in machine reading comprehension: An empirical study	39
Innovation input-output and output-lagged input relationships of the next-generation information industry in China	39
AsU-OSum: Aspect-augmented unsupervised opinion summarization	39
An easy numeric data augmentation method for early-stage COVID-19 tweets exploration of participatory dynamics of public attention and news coverage	39
Learning fair representations by separating the relevance of potential information	38
Forecasting hourly attraction tourist volume with search engine and social media data for decision support	38
A methodology for character recognition and revision of the linear equations solving procedure	38
PHQ-aware depressive symptoms identification with similarity contrastive learning on social media	37
Identifying emotional causes of mental disorders from social media for effective intervention	37
Talent recommendation based on attentive deep neural network and implicit relationships of resumes	37
From statistical methods to deep learning, automatic keyphrase prediction: A survey	37
A novel approach to assess and improve syntactic interoperability in data integration	36
Users’ engagement in WeChat-based support communities: A multilevel perspective	36
Improving sentiment domain adaptation for Arabic using an unsupervised self-labeling framework	36
EACE: A document-level event argument extraction model with argument constraint enhancement	36
An efficient loss function and deep learning approach for ranking stock returns in the absence of prior knowledge	36
Who can verify this? Finding authorities for rumor verification in Twitter	36
Nobel Citation Effects on Scientific Publications: A Case Study in Physics	36
A co-attention based multi-modal fusion network for review helpfulness prediction	36
Improving the spatial–temporal aware attention network with dynamic trajectory graph learning for next Point-Of-Interest recommendation	35
Finding the sweet spot: Exploring the optimal communication delay for AI feedback tools	35
How do journalists seek information from sources? A systematic review	35
Multi deep invariant feature learning for cross-resolution person re-identification	35
Unifying knowledge iterative dissemination and relational reconstruction network for image–text matching	35
Towards explaining graph neural networks via preserving prediction ranking and structural dependency	35
Spatio-temporal graph-based CNNs for anomaly detection in weakly-labeled videos	34
Image retrieval using compact deep semantic correlation descriptors	34
Seeing is believing: Towards interactive visual exploration of data privacy in federated learning	34
Fortune favors the experienced: entrepreneurs’ Internet-Era Imprint, digital entrepreneurship and venture capital	34
Informed Patch Enhanced HyperGCN for skeleton-based action recognition	34
Deconstructing search tasks in interactive information retrieval: A systematic review of task dimensions and predictors	34
Edge-Based Blockchain Architecture for Event-Driven IoT using Hierarchical Identity Based Encryption	34
Technological trend mining: identifying new technology opportunities using patent semantic analysis	34
Sending or not? A multimodal framework for Danmaku comment prediction	34
Global cryptocurrency trend prediction using social media	34
Legal Judgment Prediction via graph boosting with constraints	33

Unsupervised Adaptive Hypergraph Correlation Hashing for multimedia retrieval	33
Joint unsupervised contrastive learning and robust GMM for text clustering	33
Mining tourist preferences and decision support via tourism-oriented knowledge graph	33
CDFRS: A scalable sampling approach for efficient big data analysis	33
Turing instability analysis of a reaction–diffusion system for rumor propagation in continuous space and complex networks	33
Advancing emotion recognition in social media: A novel integration of heterogeneous neural networks with fine-tuned language models	33
Fair and Explainable Depression Detection in Social Media	32
Detecting shilling groups in online recommender systems based on graph convolutional network	32
Effects of members’ response styles in an online depression community based on text mining and empirical analysis	32
Moderating role of enterprise social media use in work engagement	32
Detecting the target of sarcasm is hard: Really??	32
User-Defined SWOT analysis – A change mining perspective on user-generated content	31
Meta-learning adaptation network for few-shot link prediction in heterogeneous social networks	31
LA-MGFM: A legal judgment prediction method via sememe-enhanced graph neural networks and multi-graph fusion mechanism	31
Better interaction performance attracts more chronic patients? Evidence from an online health platform	31
Trustworthiness matters: Effect of source credibility on sharing debunking information across different rumour types	30
Multi-feature fused collaborative attention network for sequential recommendation with semantic-enriched contrastive learning	30
Federated reinforcement learning approach for detecting uncertain deceptive target using autonomous dual UAV system	30
Research of Chinese intangible cultural heritage knowledge graph construction and attribute value extraction with graph attention network	30
The power of talk: Exploring the effects of streamers’ linguistic styles on sales performance in B2B livestreaming commerce	30
Multimodal fake news detection via progressive fusion networks	30
Note the hierarchy: Taxonomy-guided prototype for few-shot named entity recognition	30
Plan and generate: Explicit and implicit variational augmentation for multi-document summarization of scientific articles	30
Back to common sense: Oxford dictionary descriptive knowledge augmentation for aspect-based sentiment analysis	30
Click-through rate prediction in online advertising: A literature review	30
DWIE: An entity-centric dataset for multi-task document-level information extraction	30
Integrating GIN-based multimodal feature transformation and multi-feature combination voting for irony-aware cyberbullying detection	29
Cross-Modal Multitask Transformer for End-to-End Multimodal Aspect-Based Sentiment Analysis	29
Disentangle interest trend and diversity for sequential recommendation	29
STMAP: A novel semantic text matching model augmented with embedding perturbations	29
Meeting the challenge: A benchmark corpus for automated Urdu meeting summarization	29
A knowledge-augmented neural network model for sarcasm detection	29
Temporally evolving graph neural network for fake news detection	29
Enhancing protection in high-dimensional data: Distributed differential privacy with feature selection	29
Explainable Knowledge reasoning via thought chains for knowledge-based visual question answering	29
Recommender systems effect on the evolution of users’ choices distribution	29
Ceasing hate with MoH: Hate Speech Detection in Hindi–English code-switched language	29
Organizational business intelligence and decision making using big data analytics	29
Blockchain-based royalty contract transactions scheme for Industry 4.0 supply-chain management	29
Transforming sentiment analysis for e-commerce product reviews: Hybrid deep learning model with an innovative term weighting and feature selection	28
Sequential recommendation by reprogramming pretrained transformer	28
Homogeneous graph neural networks for third-party library recommendation	28
Persuasion strategies of misinformation-containing posts in the social media	28
Medical knowledge-based network for Patient-oriented Visual Question Answering	28
Multi-View disentanglement-based bidirectional generalized distillation for diagnosis of liver cancers with ultrasound images	28
Towards travel recommendation interpretability: Disentangling tourist decision-making process via knowledge graph	27
Explicit time embedding based cascade attention network for information popularity prediction	27
Editorial Board	27
Editorial Board	27
CMACF: Transformer-based cross-modal attention cross-fusion model for systemic lupus erythematosus diagnosis combining Raman spectroscopy, FTIR spectroscopy, and metabolomics	27
Discovering the influences of the patent innovations on the stock market	27
The many dimensions of truthfulness: Crowdsourcing misinformation assessments on a multidimensional scale	27
Editorial Board	27
Information analysis for dynamic sale planning by AI decision support process	27
A Convolutional Attention Network for Unifying General and Sequential Recommenders	27
Explaining education-based difference in systematic processing of COVID-19 information: Insights into global recovery from infodemic	27
Revealing the complexity of users’ intention to adopt healthcare chatbots: A mixed-method analysis of antecedent condition configurations	27
PIE: A Personalized Information Embedded model for text-based depression detection	27
Socioeconomic impact due to COVID-19: An empirical assessment	27
A scalable and flexible basket analysis system for big transaction data in Spark	27
Weakly supervised deep metric learning on discrete metric spaces for privacy-preserved clustering	27
RelRank: A relevance-based author ranking algorithm for individual publication venues	27
Quantification and prediction of engagement: Applied to personalized course recommendation to reduce dropout in MOOCs	27
Is diversity optimization always suitable? Toward a better understanding of diversity within recommendation approaches	27
The language and targets of online trolling: A psycholinguistic approach for social cybersecurity	27
Accuracy-diversity optimization in personalized recommender system via trajectory reinforcement based bacterial colony optimization	26
Trio-based collaborative multi-view graph clustering with multiple constraints	26
What is the limitation of multimodal LLMs? A deeper look into multimodal LLMs through prompt probing	26
HCNA: Hyperbolic Contrastive Learning Framework for Self-Supervised Network Alignment	26
Predictive intelligence in harmful news identification by BERT-based ensemble learning model with text sentiment analysis	26
Can you fool AI by doing a 180? — A case study on authorship analysis of texts by Arata Osada	26
Patent transformation prediction: When a patent can be transformed	26
Editorial Board	26
Enhancing Chinese abbreviation prediction with LLM generation and contrastive evaluation	25
Importance of social capital for knowledge acquisition– DeepLIFT learning from international development projects	25
Novel groundtruth transformations for the aesthetic assessment problem	25
Adaptive orthogonal semi-supervised feature selection with reliable label matrix learning	25
Multi-task Hierarchical Heterogeneous Fusion Framework for multimodal summarization	25
Hierarchical temporal–spatial preference modeling for user consumption location prediction in Geo-Social Networks	25
Matrix factorization recommender based on adaptive Gaussian differential privacy for implicit feedback	25
Higher-order embedded learning for heterogeneous information networks and adaptive POI recommendation	25
Editorial Board	24
Skill requirements in job advertisements: A comparison of skill-categorization methods based on wage regressions	24
An analysis of cognitive change in online mental health communities: A textual data analysis based on post replies of support seekers	24
Multi-stage Internet public opinion risk grading analysis of public health emergencies: An empirical study on Microblog in COVID-19	24
Evaluation and analysis of Data Management Plan tools: A parametric approach	24
A cross-guidance cross-lingual model on generated parallel corpus for classical Chinese machine reading comprehension	24
Corporate financial distress prediction using the risk-related information content of annual reports	24
Detecting ethnicity-targeted hate speech in Russian social media texts	24
Early prediction of cognitive impairments using physiological signal for enhanced socioeconomic status	24
Time–frequency recurrent transformer with diversity constraint for dense video captioning	24
Predicting the Hate: A GSTM Model based on COVID-19 Hate Speech Datasets	24
End-to-end event factuality prediction using directional labeled graph recurrent network	23
Quality metrics for search engine deterministic sort orders	23
Adaptive multi-feature fusion via cross-entropy normalization for effective image retrieval	23