Journal of Intelligent Information Systems

Article	Citations
A semiautomatic method for obtaining a predictive deep learning model and a rule-based system for abdominal aortic aneurysms	101
MhSa-GRU: combining user’s dynamic preferences and items’ correlation to augment sequence recommendation	74
FinSent-DistillQ: A distilled large language model with chain-of-thought fine-tuning for financial sentiment analysis	56
Persuasive explanations for path reasoning recommendations	55
News dissemination: a semantic approach to barrier classification	52
Correction to: Evaluating user story quality with LLMs: a comparative study	50
CMKF:Multimodal emotion recognition in conversations based on CoMamba and KAN-Fuse	49
On the performance of large language models on introductory programming assignments	47
Entity-aware answer sentence selection for question answering with transformer-based language models	39
Explaining the impact of design choices on model quality in predictive process monitoring	34
Leveraging neighborhood and path information for influential spreaders recognition in complex networks	30
MYRTO: An efficient pervasive method for hybrid ML-based data filtered allocations	30
Deep learning approaches to lexical simplification: A survey	30
Exploring rich structure information for aspect-based sentiment classification	29
MF-EDNet: predicting stock market sector indices based on multi-feature fusion under emergency events	28
TempRAA: temporal relation-aware alignment for enhancing LLMs reasoning in time-sensitive knowledge graph question answering	28
TCM_DiffPR: knowledge graph diffusion model for personalized traditional Chinese medicine recommendation	27
Framework for grouping local process models	27
Temporal knowledge graph completion based on product space and contrastive learning of commonsense	26
Generation method of suspense stories based on new-type inference	25
LLIMONIIE: Large Language Instructed Model for Open Named Italian Information Extraction	24
Clustering of renewable energy assets to optimize resource allocation and operational strategies	23
A hybrid location-based recommender system for trip planning and mobility using geo-tagged media	21
An image and text-based multimodal model for detecting fake news in OSN’s	21
Improving the clarity of questions in Community Question Answering networks	20

Bi-knowledge views recommendation based on user-oriented contrastive learning	20
Casting criminals: a framework for evaluating demographic bias in AI-generated narratives	20
Fine-tuning LLMs for answer set programming	19
Sentiment analysis of twitter data to detect and predict political leniency using natural language processing	19
A novel technique using graph neural networks and relevance scoring to improve the performance of knowledge graph-based question answering systems	19
Multi-task learning for toxic comment classification and rationale extraction	18
The more "similar" the happier: Augmenting text using similarity scoring with neural embeddings for happiness classification	18
3T-IEC*: a context-aware recommender system architecture for smart social networks (EBSN and SBSN)	17
Multi-class classification of COVID-19 documents using machine learning algorithms	17
FedGR: Cross-platform federated group recommendation system with hypergraph neural networks	16
Transformer based multilingual joint learning framework for code-mixed and english sentiment analysis	15
Leveraging knowledge graphs and LLMs for content-based reviewer assignment	15
Conversing with business process-aware large language models: the BPLLM framework	15
Research on telecom customer churn prediction based on ensemble learning	15
Multi-level language interaction transformer for multimodal sentiment analysis	15
Learning resource recommendation models based on learning behaviors and hierarchical structure graph	15
Integrating control-theoretic predictive deep learning for resource-efficient computing systems	14
Leveraging large language models, graph neural networks, and explainable AI for revolutionizing the next-generation network intrusion detection systems	14
Group event recommendation based on a heterogeneous attribute graph considering long- and short- term preferences	14
RGDF: a structure-aware lightweight fusion for efficient and accurate knowledge graph completion	14
SESAME - self-supervised framework for extractive question answering over document collections	14
Unveiling Sustainable Agriculture: An Ensemble Approach for Precision Crop and Fertilizer Recommendation with Local Interpretable Model-Agnostic Explanations	13
Benchmarking state of the art website embedding methods for effective processing and analysis in the public sector	13
Leveraging distant supervision and deep learning for twitter sentiment and emotion classification	13
Ensemble time series models for stock price prediction and portfolio optimization with sentiment analysis	12
An optimizer derived from Halpern’s method for enhanced neural network convergence and reduced carbon emissions	12
Context-aware chatbot for personal healthcare assistance using LLMs and LangChain	12
Computing semantic similarity of texts by utilizing dependency graph	12
Machine learning methods for predicting the admissions and hospitalisations in the emergency department of a civil and military hospital	12
Dual-view embedding for hyper-relational knowledge graphs with hierarchical structure	12
Detecting bipolar disorder on social media by post grouping and interpretable deep learning	12
EST transformer: enhanced spatiotemporal representation learning for time series anomaly detection	12
Audio super-resolution via vision transformer	11
Evidence selection via multi-aspect query diversification for cross-document relation extraction	11
MFLP: Overlapping community detection by multi-level fast label propagation	11
Customer churn prediction for a webcast platform via a voting-based ensemble learning model with Nelder-Mead optimizer	10
BMDF-SR: bidirectional multi-sequence decoupling fusion method for sequential recommendation	10
Data- & compute-efficient deviance mining via active learning and fast ensembles	10
DoWTS – Denial-of-Wallet Test Simulator: Synthetic data generation for preemptive defence	10
Physics-guided approach with transfer learning in vehicle lateral dynamics	10
GNNRec: gated graph neural network for session-based social recommendation model	10
KQFV: a knowledge-enhanced method using question answering for fact verification	9
Enhancing SQL generation through high-quality logical guidance	9
A resistance distance approach to community detection in complex networks with key node identification	9
A data-driven situation-aware framework for predictive analysis in smart environments	9
Word embedding for mixed-emotions analysis	9
MaMiPot: a paradigm shift for the classification of imbalanced data	9
TransEdge: a lightweight transformer-based anomaly detection framework for edge devices	9
Improving graph collaborative filtering with view explorer for social recommendation	8
Graph attention networks with adaptive neighbor graph aggregation for cold-start recommendation	8

Design of fully homomorphic multikey encryption scheme for secured cloud access and storage environment	8
Two-stage sequential recommendation for side information fusion and long-term and short-term preferences modeling	8
FactualRAG: a RAG-Powered framework for LLM fact-checking via IFCN-Accredited sources	8
Stock price nowcasting and forecasting with deep learning	8
Active learning for LLM-based recommender systems	8
Special issue on intelligent systems, ISMIS’24 selected papers	8
Cross-distillation-based approach for detecting poisoning attacks in recommender systems	7
SKT-SQL: multi-decoupling and skeleton prompt framework for text-to-SQL on small-scale LMs	7
A transformer-based framework for predicting geomagnetic indices with uncertainty quantification	7
Model-based decision support for knowledge-intensive processes	7
A contextual-bandit approach for multifaceted reciprocal recommendations in online dating	7
Identifying influential nodes using semi local isolating centrality based on average shortest path	7
Handling concept drifts with traditional process discovery algorithms	7
Tiramisù: making sense of multi-faceted process information through time and space	7
Redefining edge representations for enhanced information propagation on GNNs	7
Distance-based change point detection for novelty detection in concept-agnostic continual anomaly detection	7
Tensor decomposition based lightweight residual fusion for Multimodal sentiment understanding	7
Frequency-aware experts with multi-stage fusion for multimodal sentiment analysis	7
Semantic-enhanced reasoning question answering over temporal knowledge graphs	7
Tell me what you Like: introducing natural language preference elicitation strategies in a virtual assistant for the movie domain	6
Evidence-driven appraisal of students’ careers using process mining: a case study	6
FPGA supported rough set reduct calculation for big datasets	6
Hybrid transformer-based recommender system for political news	6
Temporal knowledge completion enhanced self-supervised entity alignment	6
SCMI-Net: Semantic constraints and modal interaction network for multimodal emotion recognition	6
Adaptive multi-round retrieval with knowledge distillation for sequential recommendation	6
Modeling and querying temporal RDF knowledge graphs with relational databases	6
Finding a needle in a haystack: insights on feature selection for classification tasks	6
Editorial: recent advances in process analytics	6
Benchmarking fairness-aware recommender systems from matrix factorization to graph-based models	6
Expanding Normalized Systems from textual domain descriptions using TEMOS	6
Textual and structural dual enhancement for knowledge graph completion with large language models	6
RERS: A real‑time emotion‑aware recommender system for sustainable and eco‑friendly driving	6
Improved machine learning technique for feature reduction and its application in spam email detection	6
Dynamic memory-enhanced federated learning framework with trusted computing for multi-source data analysis	6
A local dynamic propagation graph-based method for multi-modal fake news detection	6
T-shaped expert mining: a novel approach based on skill translation and focal loss	6
Heuristic approaches for non-exhaustive pattern-based change detection in dynamic networks	6
Enhancing E-learning effectiveness: a process mining approach for short-term tutorials	5
Meta learning-based relevant user identification and aggregation for cold-start recommendation	5
An interpretable model for sepsis prediction using multi-objective rule extraction	5
Generalized durative event detection on social media	5
EMRDCM : An experience-enhanced multi-role debate method based on compromise mechanisms	5
DTDiff: adaptive decoupled transformer with language-conditioned denoising learning for multimodal emotion recognition in conversation	5
Learning recommendations from educational event data in higher education	5
MMusic: a hierarchical multi-information fusion method for deep music recommendation	5
Efficient approximate top-k mutual information based feature selection	5
Correction to: Deep learning based sentiment analysis of public perception of working from home through tweets	5
Towards a soft three-level voting model (Soft T-LVM) for fake news detection	5
Machine learning approaches to predict the execution time of the meteorological simulation software COSMO	5
PolyCard: A learned cardinality estimator for intersection queries on spatial polygons	5
Histograms as tools for mining actionable knowledge – principles and examples	5
Dynamic feedback loops in recommender systems: Analyzing fairness, popularity bias, and user group disparities	5
Prediction of customer’s perception in social networks by integrating sentiment analysis and machine learning	5
Generating textual explanations for scheduling systems leveraging the reasoning capabilities of large language models	5
A multi-objective optimization approach for session-based recommendation systems	5
Effect of attention and triplet loss on chart classification: a study on noisy charts and confusing chart pairs	5
A deep recommendation model based on semantic information and correlation between items	5
GCN-diffusion and multi-view contrastive learning for enhanced knowledge recommendation	5
A novel approach for software defect prediction using CNN and GRU based on SMOTE Tomek method	4
Interpretable methods for personalized recommendation of traditional chinese medicine	4
Session-aware recommender system using double deep reinforcement learning	4
A generic approach to extract object-centric event data from databases supporting SAP ERP	4
Neural network translations for building SentiWordNets	4
Gotta embed them all! - knowledge-aware recommendations fusing heterogeneous multimodal item embeddings	4
Editorial: AI meets cybersecurity	4
A knowledge-enhanced interactive graph convolutional network for aspect-based sentiment analysis	4
ELECTRA-based graph network model for multi-hop question answering	4
Revisiting cognitive process-driven model with sentiment-infused user preference for recommendation	4
Performance-preserving event log sampling for predictive monitoring	4
Enhancing recommendation systems for sustainability: a two-phase approach with Hesitant Fuzzy clustering and adaptive association rule mining	4
Exploring the trie of rules: a fast data structure for the representation of association rules	4
A context-aware unsupervised predictive maintenance solution for fleet management	4
D-DPDG: Diffusion-based dual-graph attention with dual-path feature extraction for multimodal recommendation	4
Predicting residents’ travel mode choice based on MAML	4
Towards scalable action rule discovery: a structured vertical partitioning method	4
Semi-supervised and ensemble learning to predict work-related stress	4
Sentiment lexicon integrated meta-training for sentiment analysis in data-scarce settings	4
A mutually enhanced multi-scale relation-aware graph convolutional network for argument pair extraction	4
A retrieval model with contextual correlation analysis for verbose queries	3

A distantly supervised approach for enriching product graphs with user opinions	3
MLGAT: multi-layer graph attention networks for multimodal emotion recognition in conversations	3
Early detection of fake news on emerging topics through weak supervision	3
Quantification of part-of-speech relationships for aspect sentiment triplet extraction	3
Offensive language identification with multi-task learning	3
Data-Centric AI	3
ERABQS: entity resolution based on active machine learning and balancing query strategy	3
Detecting COVID-19 vaccine hesitancy in India: a multimodal transformer based approach	3
Semantic-aware fake news detection with heterogeneous graph attention	3
Information gain based dynamic support set construction for cold-start recommendation	3
AlignGenRec: Aligning collaborative and textual knowledge for llm-based generative recommendation	3
Learning constraint orderings for direct diagnosis	3
A distantly supervised approach for recognizing product mentions in user-generated content	3
Structure-activated and interest-aware multimodal recommendation method	3
Reinforcement negative sampling recommendation based on collaborative knowledge graph	3
TuckerDNCaching: high-quality negative sampling with tucker decomposition	3
Generative adversarial meta-learning knowledge graph completion for large-scale complex knowledge graphs	3
Parameters tuning of multi-model database based on deep reinforcement learning	3