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	115
Leveraging neighborhood and path information for influential spreaders recognition in complex networks	83
Correction to: Evaluating user story quality with LLMs: a comparative study	63
News dissemination: a semantic approach to barrier classification	60
MhSa-GRU: combining user’s dynamic preferences and items’ correlation to augment sequence recommendation	60
CMKF:Multimodal emotion recognition in conversations based on CoMamba and KAN-Fuse	53
On the performance of large language models on introductory programming assignments	51
Explaining the impact of design choices on model quality in predictive process monitoring	47
Persuasive explanations for path reasoning recommendations	36
FinSent-DistillQ: A distilled large language model with chain-of-thought fine-tuning for financial sentiment analysis	36
TCM_DiffPR: knowledge graph diffusion model for personalized traditional Chinese medicine recommendation	33
Generation method of suspense stories based on new-type inference	33
MYRTO: An efficient pervasive method for hybrid ML-based data filtered allocations	32
MF-EDNet: predicting stock market sector indices based on multi-feature fusion under emergency events	31
LLIMONIIE: Large Language Instructed Model for Open Named Italian Information Extraction	30
Framework for grouping local process models	30
Deep learning approaches to lexical simplification: A survey	29
Temporal knowledge graph completion based on product space and contrastive learning of commonsense	29
An image and text-based multimodal model for detecting fake news in OSN’s	28
Clustering of renewable energy assets to optimize resource allocation and operational strategies	28
TempRAA: temporal relation-aware alignment for enhancing LLMs reasoning in time-sensitive knowledge graph question answering	28
The more "similar" the happier: Augmenting text using similarity scoring with neural embeddings for happiness classification	25
Multi-task learning for toxic comment classification and rationale extraction	23
FuDGE: Modeling full dynamic graph evolution	23
3T-IEC*: a context-aware recommender system architecture for smart social networks (EBSN and SBSN)	22

Fine-tuning LLMs for answer set programming	21
Bi-knowledge views recommendation based on user-oriented contrastive learning	19
Improving the clarity of questions in Community Question Answering networks	19
Sentiment analysis of twitter data to detect and predict political leniency using natural language processing	18
A novel technique using graph neural networks and relevance scoring to improve the performance of knowledge graph-based question answering systems	18
Casting criminals: a framework for evaluating demographic bias in AI-generated narratives	18
Multi-class classification of COVID-19 documents using machine learning algorithms	17
A hybrid location-based recommender system for trip planning and mobility using geo-tagged media	17
Research on telecom customer churn prediction based on ensemble learning	17
Learning resource recommendation models based on learning behaviors and hierarchical structure graph	16
Conversing with business process-aware large language models: the BPLLM framework	16
Multi-level language interaction transformer for multimodal sentiment analysis	16
Leveraging knowledge graphs and LLMs for content-based reviewer assignment	16
HHS-RAG: Hierarchical hypergraph retrieval-augmented generation with hyperbolic contrastive learning and subgraph-level decision	15
FedGR: Cross-platform federated group recommendation system with hypergraph neural networks	15
Leveraging large language models, graph neural networks, and explainable AI for revolutionizing the next-generation network intrusion detection systems	15
Transformer based multilingual joint learning framework for code-mixed and english sentiment analysis	15
Integrating control-theoretic predictive deep learning for resource-efficient computing systems	14
Unveiling Sustainable Agriculture: An Ensemble Approach for Precision Crop and Fertilizer Recommendation with Local Interpretable Model-Agnostic Explanations	14
Dual-view embedding for hyper-relational knowledge graphs with hierarchical structure	14
SESAME - self-supervised framework for extractive question answering over document collections	14
RGDF: a structure-aware lightweight fusion for efficient and accurate knowledge graph completion	14
Ensemble time series models for stock price prediction and portfolio optimization with sentiment analysis	14
Group event recommendation based on a heterogeneous attribute graph considering long- and short- term preferences	14
Computing semantic similarity of texts by utilizing dependency graph	14
Leveraging distant supervision and deep learning for twitter sentiment and emotion classification	13
Efficient RDF entity summarization using centrality measures	13
An optimizer derived from Halpern’s method for enhanced neural network convergence and reduced carbon emissions	13
Benchmarking state of the art website embedding methods for effective processing and analysis in the public sector	13
Context-aware chatbot for personal healthcare assistance using LLMs and LangChain	13
Machine learning methods for predicting the admissions and hospitalisations in the emergency department of a civil and military hospital	12
Graphlet-based edge weighting for improved community detection in complex networks	12
BMDF-SR: bidirectional multi-sequence decoupling fusion method for sequential recommendation	11
Audio super-resolution via vision transformer	11
Detecting bipolar disorder on social media by post grouping and interpretable deep learning	11
TPLI: Transformation-partitioned learned index for multi-domain key-value stores	10
Physics-guided approach with transfer learning in vehicle lateral dynamics	10
GNNRec: gated graph neural network for session-based social recommendation model	10
Evidence selection via multi-aspect query diversification for cross-document relation extraction	10
DiSAM4Rec: distilled and sparsity adaptive Mamba for sequential recommendation	10
TransEdge: a lightweight transformer-based anomaly detection framework for edge devices	10
Data- & compute-efficient deviance mining via active learning and fast ensembles	10
Enhancing SQL generation through high-quality logical guidance	10
MFLP: Overlapping community detection by multi-level fast label propagation	10
DoWTS – Denial-of-Wallet Test Simulator: Synthetic data generation for preemptive defence	9
ILIN: Iteration-Guided Logical Injection Network for complex query answering on knowledge graphs	9
MaMiPot: a paradigm shift for the classification of imbalanced data	9
Customer churn prediction for a webcast platform via a voting-based ensemble learning model with Nelder-Mead optimizer	9
Improving graph collaborative filtering with view explorer for social recommendation	9
EST transformer: enhanced spatiotemporal representation learning for time series anomaly detection	9

A resistance distance approach to community detection in complex networks with key node identification	9
KQFV: a knowledge-enhanced method using question answering for fact verification	9
Stock price nowcasting and forecasting with deep learning	8
Special issue on intelligent systems, ISMIS’24 selected papers	8
Handling concept drifts with traditional process discovery algorithms	8
FactualRAG: a RAG-Powered framework for LLM fact-checking via IFCN-Accredited sources	8
Graph attention networks with adaptive neighbor graph aggregation for cold-start recommendation	8
A transformer-based framework for predicting geomagnetic indices with uncertainty quantification	8
Joint modeling of source, target, and context for metaphor sentiment analysis: Dataset and method	8
Semantic-enhanced reasoning question answering over temporal knowledge graphs	8
SKT-SQL: multi-decoupling and skeleton prompt framework for text-to-SQL on small-scale LMs	8
Active learning for LLM-based recommender systems	8
Cross-distillation-based approach for detecting poisoning attacks in recommender systems	8
Identifying influential nodes using semi local isolating centrality based on average shortest path	7
Dynamic memory-enhanced federated learning framework with trusted computing for multi-source data analysis	7
Frequency-aware experts with multi-stage fusion for multimodal sentiment analysis	7
Tensor decomposition based lightweight residual fusion for Multimodal sentiment understanding	7
MMRDoc: A multi-granularity multimodal RAG framework for long-document VQA	7
Model-based decision support for knowledge-intensive processes	7
Tiramisù: making sense of multi-faceted process information through time and space	7
Distance-based change point detection for novelty detection in concept-agnostic continual anomaly detection	7
Modeling and querying temporal RDF knowledge graphs with relational databases	7
Temporal knowledge completion enhanced self-supervised entity alignment	7
Redefining edge representations for enhanced information propagation on GNNs	7
Hybrid transformer-based recommender system for political news	6
Improved machine learning technique for feature reduction and its application in spam email detection	6
Benchmarking fairness-aware recommender systems from matrix factorization to graph-based models	6
SCMI-Net: Semantic constraints and modal interaction network for multimodal emotion recognition	6
Prediction of customer’s perception in social networks by integrating sentiment analysis and machine learning	6
Semantic skill discovery for zero-shot multi-task reinforcement learning	6
Enhancing E-learning effectiveness: a process mining approach for short-term tutorials	6
RERS: A real‑time emotion‑aware recommender system for sustainable and eco‑friendly driving	6
Evidence-driven appraisal of students’ careers using process mining: a case study	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
Meta learning-based relevant user identification and aggregation for cold-start recommendation	6
Tell me what you Like: introducing natural language preference elicitation strategies in a virtual assistant for the movie domain	6
Learning recommendations from educational event data in higher education	6
Editorial: recent advances in process analytics	6
Finding a needle in a haystack: insights on feature selection for classification tasks	6
Textual and structural dual enhancement for knowledge graph completion with large language models	6
Heuristic approaches for non-exhaustive pattern-based change detection in dynamic networks	6
Adaptive multi-round retrieval with knowledge distillation for sequential recommendation	6
GCN-diffusion and multi-view contrastive learning for enhanced knowledge recommendation	6
Efficient approximate top-k mutual information based feature selection	6
Towards a soft three-level voting model (Soft T-LVM) for fake news detection	5
D-DPDG: Diffusion-based dual-graph attention with dual-path feature extraction for multimodal recommendation	5
GradeSQL: Outcome reward models for intelligent Text-to-SQL generation from LLMs	5
Histograms as tools for mining actionable knowledge – principles and examples	5
Generating textual explanations for scheduling systems leveraging the reasoning capabilities of large language models	5
Effect of attention and triplet loss on chart classification: a study on noisy charts and confusing chart pairs	5
DTDiff: adaptive decoupled transformer with language-conditioned denoising learning for multimodal emotion recognition in conversation	5
Interpretable methods for personalized recommendation of traditional chinese medicine	5
Machine learning approaches to predict the execution time of the meteorological simulation software COSMO	5
MMusic: a hierarchical multi-information fusion method for deep music recommendation	5
RETSRec: A review-enhanced transformer-based model for sequential recommendation	5
An interpretable model for sepsis prediction using multi-objective rule extraction	5
EMRDCM : An experience-enhanced multi-role debate method based on compromise mechanisms	5
Session-aware recommender system using double deep reinforcement learning	5
Correction to: Deep learning based sentiment analysis of public perception of working from home through tweets	5
Dynamic feedback loops in recommender systems: Analyzing fairness, popularity bias, and user group disparities	5
A multi-objective optimization approach for session-based recommendation systems	5
Towards scalable action rule discovery: a structured vertical partitioning method	4
PolyCard: A learned cardinality estimator for intersection queries on spatial polygons	4
A deep recommendation model based on semantic information and correlation between items	4
A novel approach for software defect prediction using CNN and GRU based on SMOTE Tomek method	4
Predicting residents’ travel mode choice based on MAML	4
TuckerDNCaching: high-quality negative sampling with tucker decomposition	4
Early detection of fake news on emerging topics through weak supervision	4
Generative adversarial meta-learning knowledge graph completion for large-scale complex knowledge graphs	4
Editorial: AI meets cybersecurity	4
ELECTRA-based graph network model for multi-hop question answering	4
A knowledge-enhanced interactive graph convolutional network for aspect-based sentiment analysis	4
Revisiting cognitive process-driven model with sentiment-infused user preference for recommendation	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
Influence-aware graph neural collaborative modeling for group recommender systems	4
Strong filters: Toward an interpretable architecture for large-scale health data	4
A mutually enhanced multi-scale relation-aware graph convolutional network for argument pair extraction	4
A context-aware unsupervised predictive maintenance solution for fleet management	4

A generic approach to extract object-centric event data from databases supporting SAP ERP	4
Performance-preserving event log sampling for predictive monitoring	4
Semi-supervised and ensemble learning to predict work-related stress	4
Neural network translations for building SentiWordNets	4
Advancing diversity in recommender systems: a model for enhancing societal well-being	4
Time series anomaly detection models with contrastive representation learning	3
A retrieval model with contextual correlation analysis for verbose queries	3
Best ICPM 2023 workshop papers	3
Learning autoencoder ensembles for detecting malware hidden communications in IoT ecosystems	3
Structure-activated and interest-aware multimodal recommendation method	3
Enhancing the fairness of offensive memes detection models by mitigating unintended political bias	3
Offensive language identification with multi-task learning	3
Detecting COVID-19 vaccine hesitancy in India: a multimodal transformer based approach	3
AlignGenRec: Aligning collaborative and textual knowledge for llm-based generative recommendation	3
MLGAT: multi-layer graph attention networks for multimodal emotion recognition in conversations	3
Parameters tuning of multi-model database based on deep reinforcement learning	3
ERABQS: entity resolution based on active machine learning and balancing query strategy	3
Understanding aspect-level implicit sentiment via adaptive multi-source knowledge weighting and multi-step reading	3
Learning constraint orderings for direct diagnosis	3
Data-Centric AI	3
Reinforcement negative sampling recommendation based on collaborative knowledge graph	3
Topic enhanced sentiment co-attention BERT	3
Information gain based dynamic support set construction for cold-start recommendation	3
The detection of mental health conditions by incorporating external knowledge	3
Sentiment lexicon integrated meta-training for sentiment analysis in data-scarce settings	3
Less is more: a PMA framework for zero-shot multi-hop question answering	3
Time series forecasting of network traffic with latent domain generalization: Addressing out-of-distribution challenges	3
Quantification of part-of-speech relationships for aspect sentiment triplet extraction	3
Audio-based anomaly detection on edge devices via self-supervision and spectral analysis	3
Semantic-aware fake news detection with heterogeneous graph attention	3
A quantum-like zero-shot approach for sentiment analysis in finance	3
KG-Tune: Improving embedding models for domain-specific RAG via knowledge graph-driven fine-tuning	3
EqBal-RS: Mitigating popularity bias in recommender systems	3
Gotta embed them all! - knowledge-aware recommendations fusing heterogeneous multimodal item embeddings	3