Information Processing & Management

Article	Citations
Nobel Citation Effects on Scientific Publications: A Case Study in Physics	300
AdaSL: An Unsupervised Domain Adaptation framework for Arabic multi-dialectal Sequence Labeling	291
A bias–variance evaluation framework for information retrieval systems	237
Zipfian regularities in “non-point” word representations	232
Exploiting temporal changes in query submission behavior for improving the search engine result cache performance	178
TBC-MI : Suppressing noise labels by maximizing cleaning samples for robust image classification	144
Algorithm design and performance evaluation of sparse induced suffix sorting	135
Model-aware privacy-preserving with start trigger method for person re-identification	129
Low-resource court judgment summarization for common law systems	128
Chinese nested entity recognition method for the finance domain based on heterogeneous graph network	120
Interpretable software estimation with graph neural networks and orthogonal array tunning method	120
Collective prompt tuning with relation inference for document-level relation extraction	116
Turing instability analysis of a reaction–diffusion system for rumor propagation in continuous space and complex networks	113
A knowledge-augmented neural network model for sarcasm detection	113
MLRN: A multi-view local reconstruction network for single image restoration	108
FairCare: Adversarial training of a heterogeneous graph neural network with attention mechanism to learn fair representations of electronic health records	94
Integrating GIN-based multimodal feature transformation and multi-feature combination voting for irony-aware cyberbullying detection	94
CoTea: Collaborative teaching for low-resource named entity recognition with a divide-and-conquer strategy	92
Configurational determinants of time-to-win in NSFC youth program funding: Insights from Chinese library and information science	90
Legal Judgment Prediction via graph boosting with constraints	89
Image retrieval using compact deep semantic correlation descriptors	85
A Token-based transition-aware joint framework for multi-span question answering	84
User satisfaction with Arabic COVID-19 apps: Sentiment analysis of users’ reviews using machine learning techniques	79
The power of talk: Exploring the effects of streamers’ linguistic styles on sales performance in B2B livestreaming commerce	75
TechWordNet: Development of semantic relation for technology information analysis using F-term and natural language processing	74

Research of Chinese intangible cultural heritage knowledge graph construction and attribute value extraction with graph attention network	74
Boosting question answering over knowledge graph with reward integration and policy evaluation under weak supervision	69
DWIE: An entity-centric dataset for multi-task document-level information extraction	69
Moderating role of enterprise social media use in work engagement	69
Aspect-Based Pair-Wise Opinion Generation in Chinese automotive reviews: Design of the task, dataset and model	68
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	67
Improving On-line Scientific Resource Profiling by Exploiting Resource Citation Information in the Literature	66
The impact of business intelligence on the marketing with emphasis on cooperative learning: Case-study on the insurance companies	65
An easy numeric data augmentation method for early-stage COVID-19 tweets exploration of participatory dynamics of public attention and news coverage	64
A systemic functional linguistics approach to implicit entity recognition in tweets	64
DRFN: A unified framework for complex document layout analysis	64
Practical perspectives of consumer fairness in recommendation	63
Detecting the target of sarcasm is hard: Really??	63
Blockchain-based Data Trading in Edge-cloud Computing Environment	63
An efficient loss function and deep learning approach for ranking stock returns in the absence of prior knowledge	62
SmartRolling: A human–machine interface for wheelchair control using EEG and smart sensing techniques	61
A semantic approach to post-retrieval query performance prediction	60
Editorial Board	60
A novel approach to assess and improve syntactic interoperability in data integration	60
Multimodality Alzheimer's Disease Analysis in Deep Riemannian Manifold	59
Exploiting context-awareness and multi-criteria decision making to improve items recommendation using a tripartite graph-based model	59
Joint unsupervised contrastive learning and robust GMM for text clustering	58
LA-MGFM: A legal judgment prediction method via sememe-enhanced graph neural networks and multi-graph fusion mechanism	58
CD/CV: Blockchain-based schemes for continuous verifiability and traceability of IoT data for edge–fog–cloud	58
A new data mining method for time series in visual analysis of regional economy	57
Zero-shot cross-lingual transfer language selection using linguistic similarity	57
Tag embedding based personalized point of interest recommendation system	56
Enhanced Deep Discrete Hashing with semantic-visual similarity for image retrieval	55
Innovation input-output and output-lagged input relationships of the next-generation information industry in China	55
A Dual-Pointer guided transition system for end-to-end structured sentiment analysis with global graph reasoning	54
The shifting role of information processing and management in interdiscipline development: From a collection of tools to a crutch?	54
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	53
Investigating the role of in-situ user expectations in Web search	53
Multi-View disentanglement-based bidirectional generalized distillation for diagnosis of liver cancers with ultrasound images	53
Recognition and determination of fuzzy logical relationship in the system fault evolution process	52
Re-examining lexical and semantic attention: Dual-view graph convolutions enhanced BERT for academic paper rating	51
Transfer language selection for zero-shot cross-lingual abusive language detection	51
Touching text line segmentation combined local baseline and connected component for Uchen Tibetan historical documents	49
MKL-SING: A data-driven approach of sign recognition for managing and improving public services	49
Click-through rate prediction in online advertising: A literature review	49
Toward Cranfield-inspired reusability assessment in interactive information retrieval evaluation	49
Multimodal fake news detection via progressive fusion networks	48
Center-retained fine-tuning for conversational question ranking through unsupervised center identification	47
PHQ-aware depressive symptoms identification with similarity contrastive learning on social media	47
Examining the effect of whitening on static and contextualized word embeddings	47
User-Defined SWOT analysis – A change mining perspective on user-generated content	46
Enhancing protection in high-dimensional data: Distributed differential privacy with feature selection	45
A methodology for character recognition and revision of the linear equations solving procedure	45
A framework for predicting scientific disruption based on graph signal processing	45
Talent recommendation based on attentive deep neural network and implicit relationships of resumes	45

A joint learning approach with knowledge injection for zero-shot cross-lingual hate speech detection	45
Back to common sense: Oxford dictionary descriptive knowledge augmentation for aspect-based sentiment analysis	45
Federated reinforcement learning approach for detecting uncertain deceptive target using autonomous dual UAV system	44
EIOA: A computing expectation-based influence evaluation method in weighted hypergraphs	44
Sending or not? A multimodal framework for Danmaku comment prediction	44
Enhancing relevant concepts extraction for ontology learning using domain time relevance	44
Editorial Board	44
Pattern and content controlled response generation	43
Topics of the nationwide phone-ins with Vladimir Putin and their role for public support and Russian economy	42
Where have you been: Dual spatiotemporal-aware user mobility modeling for missing check-in POI identification	42
Data augmentation of credit default swap transactions based on a sequence GAN	41
A co-attention based multi-modal fusion network for review helpfulness prediction	41
Detecting shilling groups in online recommender systems based on graph convolutional network	41
AsU-OSum: Aspect-augmented unsupervised opinion summarization	40
Mapping WordNet onto human brain connectome in emotion processing and semantic similarity recognition	40
Semantic matching in machine reading comprehension: An empirical study	40
Blockchain-based royalty contract transactions scheme for Industry 4.0 supply-chain management	40
EACE: A document-level event argument extraction model with argument constraint enhancement	40
Examining the importance of spatial aspects of travel routes: A multi-method approach	40
Predicting information usefulness in health information identification from modal behaviors	40
Better interaction performance attracts more chronic patients? Evidence from an online health platform	40
Recommender systems effect on the evolution of users’ choices distribution	40
Research on the construction of event corpus with document-level causal relations for social security	39
What users’ musical preference on Twitter reveals about psychological disorders	39
Business intelligence ability to enhance organizational performance and performance evaluation capabilities by improving data mining systems for competitive advantage	39
NSEP: Early fake news detection via news semantic environment perception	38
Homogeneous graph neural networks for third-party library recommendation	38
Diversity feature constraint based on heterogeneous data for unsupervised person re-identification	38
Understanding roles in collaborative information behaviour: a case of Chinese group travelling	38
Decentralizing science: Towards an interoperable open peer review ecosystem using blockchain	38
Market Competition as a Moderator of the Effect of Social Signals on Viewership in Video-Sharing Platforms	37
Medical knowledge-based network for Patient-oriented Visual Question Answering	37
On the task assignment with group fairness for spatial crowdsourcing	36
A T5-based interpretable reading comprehension model with more accurate evidence training	35
Enhancing sequential recommendation with contrastive Generative Adversarial Network	35
Understanding the information journeys of late-life migrants to inform support design: Information seeking driven by a major life transition	34
Improving sentiment domain adaptation for Arabic using an unsupervised self-labeling framework	34
Dementia analysis from functional connectivity network with graph neural networks	34
A novel Dual-Blockchained structure for contract-theoretic LoRa-based information systems	34
A Natural Language Processing Approach to Understanding Context in the Extraction and GeoCoding of Historical Floods, Storms, and Adaptation Measures	34
Developing scalable management information system with big financial data using data mart and mining architecture	34
Feature selection based on absolute deviation factor for text classification	34
Towards travel recommendation interpretability: Disentangling tourist decision-making process via knowledge graph	34
Predicting the fundraising performance of environmental crowdfunding projects: An interpretable machine learning approach	34
Amanuensis: Information provenance for health-data systems	34
Trustworthiness matters: Effect of source credibility on sharing debunking information across different rumour types	33
How do journalists seek information from sources? A systematic review	33
Learning fair representations by separating the relevance of potential information	33
Explainable Knowledge reasoning via thought chains for knowledge-based visual question answering	33
Finding the sweet spot: Exploring the optimal communication delay for AI feedback tools	33
A hierarchical convolutional model for biomedical relation extraction	33
Domain- and category-style clustering for general fake news detection via contrastive learning	33
Iterative rule-guided reasoning over sparse knowledge graphs with deep reinforcement learning	33
Towards explaining graph neural networks via preserving prediction ranking and structural dependency	33
Meeting the challenge: A benchmark corpus for automated Urdu meeting summarization	33
Who can verify this? Finding authorities for rumor verification in Twitter	32
Meta-learning adaptation network for few-shot link prediction in heterogeneous social networks	32
Identifying emotional causes of mental disorders from social media for effective intervention	32
Fuser: An enhanced multimodal fusion framework with congruent reinforced perceptron for hateful memes detection	32
Multi deep invariant feature learning for cross-resolution person re-identification	32
Convolutional neural encoding of online reviews for the identification of travel group type topics on TripAdvisor	32
Leveraging enhanced BERT models for detecting suicidal ideation in Thai social media content amidst COVID-19	32
ReGR: Relation-aware graph reasoning framework for video question answering	32
Popularity prediction for marketer-generated content: A text-guided attention neural network for multi-modal feature fusion	31
Cross-Modal Multitask Transformer for End-to-End Multimodal Aspect-Based Sentiment Analysis	31
Unifying knowledge iterative dissemination and relational reconstruction network for image–text matching	31
Global and local hypergraph learning method with semantic enhancement for POI recommendation	31
Organizational business intelligence and decision making using big data analytics	31
Technological trend mining: identifying new technology opportunities using patent semantic analysis	31
Transforming sentiment analysis for e-commerce product reviews: Hybrid deep learning model with an innovative term weighting and feature selection	31
Improving the spatial–temporal aware attention network with dynamic trajectory graph learning for next Point-Of-Interest recommendation	31
Reviewer assignment algorithms for peer review automation: A survey	30
Informed Patch Enhanced HyperGCN for skeleton-based action recognition	30
Responsible and human centric AI-based insurance advisors	30
Fair and Explainable Depression Detection in Social Media	30
Seeing is believing: Towards interactive visual exploration of data privacy in federated learning	30
From statistical methods to deep learning, automatic keyphrase prediction: A survey	30
Multi-feature fused collaborative attention network for sequential recommendation with semantic-enriched contrastive learning	30
Fortune favors the experienced: entrepreneurs’ Internet-Era Imprint, digital entrepreneurship and venture capital	29
Adaptive and structured graph learning for semi-supervised clustering	29

Artificial intelligence implication on energy sustainability in Internet of Things: A survey	29
Global cryptocurrency trend prediction using social media	29
The antecedents of effective use of hospital information systems in the chinese context: A mixed-method approach	29
Spatio-temporal graph-based CNNs for anomaly detection in weakly-labeled videos	29
Effects of members’ response styles in an online depression community based on text mining and empirical analysis	29
Socioeconomic impact due to COVID-19: An empirical assessment	29
Offensive, aggressive, and hate speech analysis: From data-centric to human-centered approach	29
DNS tunnels detection via DNS-images	28
A deep learning-based expert finding method to retrieve agile software teams from CQAs	28
Analyzing the impact of social networks and social behavior on electronic business during COVID-19 pandemic	28
User-interactive innovation knowledge acquisition model based on social media	28
Users’ engagement in WeChat-based support communities: A multilevel perspective	28
Mining tourist preferences and decision support via tourism-oriented knowledge graph	28
Temporally evolving graph neural network for fake news detection	28
Retrieval Contrastive Learning for Aspect-Level Sentiment Classification	27
Forecasting hourly attraction tourist volume with search engine and social media data for decision support	27
Negative Can Be Positive: Signed Graph Neural Networks for Recommendation	27
TCACNet: Temporal and channel attention convolutional network for motor imagery classification of EEG-based BCI	27
IoT data visualization for business intelligence in corporate finance	27
Plan and generate: Explicit and implicit variational augmentation for multi-document summarization of scientific articles	27
Ceasing hate with MoH: Hate Speech Detection in Hindi–English code-switched language	27
XBlock-EOS: Extracting and exploring blockchain data from EOSIO	26
The many dimensions of truthfulness: Crowdsourcing misinformation assessments on a multidimensional scale	26
Limits of predictability in top-N recommendation	26
Deconstructing search tasks in interactive information retrieval: A systematic review of task dimensions and predictors	26
Persuasion strategies of misinformation-containing posts in the social media	26
Edge-Based Blockchain Architecture for Event-Driven IoT using Hierarchical Identity Based Encryption	26
An explainable artificial intelligence approach for financial distress prediction	26
STMAP: A novel semantic text matching model augmented with embedding perturbations	25
Disentangle interest trend and diversity for sequential recommendation	25
Evaluating the faithfulness of saliency maps in explaining deep learning models using realistic perturbations	25
CDFRS: A scalable sampling approach for efficient big data analysis	25
Edge contrastive learning for link prediction	25
Note the hierarchy: Taxonomy-guided prototype for few-shot named entity recognition	25
Embracing the power of ensemble forecasting: A novel hybrid approach for advanced predictive modeling	25
Moment matching of joint distributions for unsupervised domain adaptation	24
Crowdsourced auction-based framework for time-critical and budget-constrained last mile delivery	24
Gauging, enriching and applying geography knowledge in Pre-trained Language Models	24
Examining communication network behaviors, structure and dynamics in an organizational hierarchy: A social network analysis approach	24
Metaverse-based distance learning as a transactional distance mitigator and memory retrieval stimulant	24
An interpretable polytomous cognitive diagnosis framework for predicting examinee performance	24
Cognitive Overload, Anxiety, Cognitive Fatigue, Avoidance Behavior and Data Literacy in Big Data environments	24
Enhancing video rumor detection through multimodal deep feature fusion with time-sync comments	24
PRoT-FL: A privacy-preserving and robust Training Manager for Federated Learning	24
DualFLAT: Dual Flat-Lattice Transformer for domain-specific Chinese named entity recognition	24
Multi-granularity contrastive zero-shot learning model based on attribute decomposition	24
Fusing temporal and semantic dependencies for session-based recommendation	24
Sequential recommendation by reprogramming pretrained transformer	24
On the class separability of contextual embeddings representations – or “The classifier does not matter when the (text) representation is so good!”	23
Detecting ethnicity-targeted hate speech in Russian social media texts	23
Imbalanced volunteer engagement in cultural heritage crowdsourcing: a task-related exploration based on causal inference	23
DeepEmotionNet: Emotion mining for corporate performance analysis and prediction	23
Few-shot entity linking of food names	23
Explaining recommender systems fairness and accuracy through the lens of data characteristics	23
Editorial Board	23
A scalable and flexible basket analysis system for big transaction data in Spark	23
Image-based 3D model retrieval via disentangled feature learning and enhanced semantic alignment	23
Graph neural topic model with commonsense knowledge	23
Information matching model and multi-angle tracking algorithm for loan loss-linking customers based on the family mobile social-contact big data network	23
On the efficacy of old features for the detection of new bots	23
Weakly supervised deep metric learning on discrete metric spaces for privacy-preserved clustering	23
Editorial Board	22
Gender-specific emotional characteristics of crisis communication on social media: Case studies of two public health crises	22
Webpage retrieval based on query by example for think tank construction	22
Word sense disambiguation based on context selection using knowledge-based word similarity	22
Quantifying the structural and temporal characteristics of negative links in signed citation networks	22
Efficient immediate-access dynamic indexing	22
A Convolutional Attention Network for Unifying General and Sequential Recommenders	22
Joint upper & expected value normalization for evaluation of retrieval systems: A case study with Learning-to-Rank methods	22
The language and targets of online trolling: A psycholinguistic approach for social cybersecurity	22
A neural topic model with word vectors and entity vectors for short texts	22
MOOCs video recommendation using low-rank and sparse matrix factorization with inter-entity relations and intra-entity affinity information	21
Is diversity optimization always suitable? Toward a better understanding of diversity within recommendation approaches	21
Modeling label-wise syntax for fine-grained sentiment analysis of reviews via memory-based neural model	21
Revisiting the exploration-exploitation behavior of scholars' research topic selection: Evidence from a large-scale bibliographic database	21
Discovering the influences of the patent innovations on the stock market	21
Evolutions of semantic consistency in research topic via contextualized word embedding	21
SelfCP: Compressing over-limit prompt via the frozen large language model itself	21
Explaining education-based difference in systematic processing of COVID-19 information: Insights into global recovery from infodemic	21
Rank-based self-training for graph convolutional networks	21
CMACF: Transformer-based cross-modal attention cross-fusion model for systemic lupus erythematosus diagnosis combining Raman spectroscopy, FTIR spectroscopy, and metabolomics	21
Revealing the complexity of users’ intention to adopt healthcare chatbots: A mixed-method analysis of antecedent condition configurations	21
Editorial Board	21
Quantification and prediction of engagement: Applied to personalized course recommendation to reduce dropout in MOOCs	21
Efficient CRNN: Towards end-to-end low resource Urdu text recognition using depthwise separable convolutions and gated recurrent units	21
Is my stance the same as your stance? A cross validation study of stance detection datasets	20
Developing a platform-specific framework for web credibility assessment: A case of social Q&A sites	20
Artificial cheerleading in IEO: Marketing campaign or pump and dump scheme	20
Patent transformation prediction: When a patent can be transformed	20
Arabic machine reading comprehension on the Holy Qur’an using CL-AraBERT	20
What is the limitation of multimodal LLMs? A deeper look into multimodal LLMs through prompt probing	20
Security reinforcement for Ethereum virtual machine	20
Accuracy-diversity optimization in personalized recommender system via trajectory reinforcement based bacterial colony optimization	20
Unsupervised self-training correction learning for 2D image-based 3D model retrieval	20
Emotion-cognitive reasoning integrated BERT for sentiment analysis of online public opinions on emergencies	20