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	104
Persuasive explanations for path reasoning recommendations	79
CMKF:Multimodal emotion recognition in conversations based on CoMamba and KAN-Fuse	58
Leveraging neighborhood and path information for influential spreaders recognition in complex networks	58
On the performance of large language models on introductory programming assignments	54
Entity-aware answer sentence selection for question answering with transformer-based language models	50
FinSent-DistillQ: A distilled large language model with chain-of-thought fine-tuning for financial sentiment analysis	49
Explaining the impact of design choices on model quality in predictive process monitoring	39
Correction to: Evaluating user story quality with LLMs: a comparative study	35
MhSa-GRU: combining user’s dynamic preferences and items’ correlation to augment sequence recommendation	32
News dissemination: a semantic approach to barrier classification	32
Generation method of suspense stories based on new-type inference	31
TCM_DiffPR: knowledge graph diffusion model for personalized traditional Chinese medicine recommendation	31
MYRTO: An efficient pervasive method for hybrid ML-based data filtered allocations	29
TempRAA: temporal relation-aware alignment for enhancing LLMs reasoning in time-sensitive knowledge graph question answering	28
MF-EDNet: predicting stock market sector indices based on multi-feature fusion under emergency events	28
LLIMONIIE: Large Language Instructed Model for Open Named Italian Information Extraction	26
Framework for grouping local process models	25
Clustering of renewable energy assets to optimize resource allocation and operational strategies	25
Deep learning approaches to lexical simplification: A survey	24
An image and text-based multimodal model for detecting fake news in OSN’s	23
Exploring rich structure information for aspect-based sentiment classification	23
Temporal knowledge graph completion based on product space and contrastive learning of commonsense	21
A hybrid location-based recommender system for trip planning and mobility using geo-tagged media	21
Multi-class classification of COVID-19 documents using machine learning algorithms	20

FuDGE: Modeling full dynamic graph evolution	20
Fine-tuning LLMs for answer set programming	19
3T-IEC*: a context-aware recommender system architecture for smart social networks (EBSN and SBSN)	19
A novel technique using graph neural networks and relevance scoring to improve the performance of knowledge graph-based question answering systems	18
Improving the clarity of questions in Community Question Answering networks	18
Casting criminals: a framework for evaluating demographic bias in AI-generated narratives	18
Bi-knowledge views recommendation based on user-oriented contrastive learning	18
Sentiment analysis of twitter data to detect and predict political leniency using natural language processing	17
The more "similar" the happier: Augmenting text using similarity scoring with neural embeddings for happiness classification	16
Research on telecom customer churn prediction based on ensemble learning	15
Leveraging knowledge graphs and LLMs for content-based reviewer assignment	15
Multi-level language interaction transformer for multimodal sentiment analysis	15
Conversing with business process-aware large language models: the BPLLM framework	15
FedGR: Cross-platform federated group recommendation system with hypergraph neural networks	15
Multi-task learning for toxic comment classification and rationale extraction	15
Learning resource recommendation models based on learning behaviors and hierarchical structure graph	15
Leveraging large language models, graph neural networks, and explainable AI for revolutionizing the next-generation network intrusion detection systems	14
Transformer based multilingual joint learning framework for code-mixed and english sentiment analysis	14
Integrating control-theoretic predictive deep learning for resource-efficient computing systems	14
Benchmarking state of the art website embedding methods for effective processing and analysis in the public sector	13
Unveiling Sustainable Agriculture: An Ensemble Approach for Precision Crop and Fertilizer Recommendation with Local Interpretable Model-Agnostic Explanations	13
Dual-view embedding for hyper-relational knowledge graphs with hierarchical structure	13
Context-aware chatbot for personal healthcare assistance using LLMs and LangChain	12
Computing semantic similarity of texts by utilizing dependency graph	12
Detecting bipolar disorder on social media by post grouping and interpretable deep learning	12
Leveraging distant supervision and deep learning for twitter sentiment and emotion classification	12
Ensemble time series models for stock price prediction and portfolio optimization with sentiment analysis	12
RGDF: a structure-aware lightweight fusion for efficient and accurate knowledge graph completion	12
An optimizer derived from Halpern’s method for enhanced neural network convergence and reduced carbon emissions	12
SESAME - self-supervised framework for extractive question answering over document collections	12
Group event recommendation based on a heterogeneous attribute graph considering long- and short- term preferences	12
Machine learning methods for predicting the admissions and hospitalisations in the emergency department of a civil and military hospital	11
DoWTS – Denial-of-Wallet Test Simulator: Synthetic data generation for preemptive defence	11
BMDF-SR: bidirectional multi-sequence decoupling fusion method for sequential recommendation	11
Physics-guided approach with transfer learning in vehicle lateral dynamics	10
Evidence selection via multi-aspect query diversification for cross-document relation extraction	10
Data- & compute-efficient deviance mining via active learning and fast ensembles	10
EST transformer: enhanced spatiotemporal representation learning for time series anomaly detection	10
Customer churn prediction for a webcast platform via a voting-based ensemble learning model with Nelder-Mead optimizer	10
Audio super-resolution via vision transformer	10
Word embedding for mixed-emotions analysis	9
TransEdge: a lightweight transformer-based anomaly detection framework for edge devices	9
MFLP: Overlapping community detection by multi-level fast label propagation	9
GNNRec: gated graph neural network for session-based social recommendation model	9
Enhancing SQL generation through high-quality logical guidance	9
TPLI: Transformation-partitioned learned index for multi-domain key-value stores	9
MaMiPot: a paradigm shift for the classification of imbalanced data	9
FactualRAG: a RAG-Powered framework for LLM fact-checking via IFCN-Accredited sources	8
Special issue on intelligent systems, ISMIS’24 selected papers	8
A resistance distance approach to community detection in complex networks with key node identification	8

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

Parameters tuning of multi-model database based on deep reinforcement learning	3
Enhancing the fairness of offensive memes detection models by mitigating unintended political bias	3
Forecasting inpatient admissions in district hospitals: a hybrid model approach	3
EqBal-RS: Mitigating popularity bias in recommender systems	3
Learning autoencoder ensembles for detecting malware hidden communications in IoT ecosystems	3
The detection of mental health conditions by incorporating external knowledge	3
Reinforcement negative sampling recommendation based on collaborative knowledge graph	3
Gotta embed them all! - knowledge-aware recommendations fusing heterogeneous multimodal item embeddings	3
AlignGenRec: Aligning collaborative and textual knowledge for llm-based generative recommendation	3
Enhancing recommendation systems for sustainability: a two-phase approach with Hesitant Fuzzy clustering and adaptive association rule mining	3
KG-Tune: Improving embedding models for domain-specific RAG via knowledge graph-driven fine-tuning	3
ERABQS: entity resolution based on active machine learning and balancing query strategy	3
Time series forecasting of network traffic with latent domain generalization: Addressing out-of-distribution challenges	3
A quantum-like zero-shot approach for sentiment analysis in finance	3
MLGAT: multi-layer graph attention networks for multimodal emotion recognition in conversations	3
A retrieval model with contextual correlation analysis for verbose queries	3
Best ICPM 2023 workshop papers	3
Quantification of part-of-speech relationships for aspect sentiment triplet extraction	3
Sentiment lexicon integrated meta-training for sentiment analysis in data-scarce settings	3
Exploring the trie of rules: a fast data structure for the representation of association rules	3
Structure-activated and interest-aware multimodal recommendation method	3
Inter-organizational collaborative BPMN 2.0 business process discovery	3
Data-Centric AI	3
Topic enhanced sentiment co-attention BERT	3
Detecting COVID-19 vaccine hesitancy in India: a multimodal transformer based approach	3
Audio-based anomaly detection on edge devices via self-supervision and spectral analysis	3
Learning constraint orderings for direct diagnosis	3
Semantic-aware fake news detection with heterogeneous graph attention	3
TuckerDNCaching: high-quality negative sampling with tucker decomposition	3
Early detection of fake news on emerging topics through weak supervision	3