Journal of Intelligent Information Systems

Article	Citations
Correction to: Evaluating user story quality with LLMs: a comparative study	70
A semiautomatic method for obtaining a predictive deep learning model and a rule-based system for abdominal aortic aneurysms	63
Explaining the impact of design choices on model quality in predictive process monitoring	60
Entity-aware answer sentence selection for question answering with transformer-based language models	54
News dissemination: a semantic approach to barrier classification	52
On the performance of large language models on introductory programming assignments	47
CMKF:Multimodal emotion recognition in conversations based on CoMamba and KAN-Fuse	46
Leveraging neighborhood and path information for influential spreaders recognition in complex networks	45
Persuasive explanations for path reasoning recommendations	42
MhSa-GRU: combining user’s dynamic preferences and items’ correlation to augment sequence recommendation	40
MYRTO: An efficient pervasive method for hybrid ML-based data filtered allocations	39
MF-EDNet: predicting stock market sector indices based on multi-feature fusion under emergency events	36
LLIMONIIE: Large Language Instructed Model for Open Named Italian Information Extraction	33
Fake news detection based on statement conflict	33
Analyzing and improving stability of matrix factorization for recommender systems	29
Deep learning approaches to lexical simplification: A survey	27
Generation method of suspense stories based on new-type inference	27
Temporal knowledge graph completion based on product space and contrastive learning of commonsense	26
TCM_DiffPR: knowledge graph diffusion model for personalized traditional Chinese medicine recommendation	25
Leveraging contextual embeddings and self-attention neural networks with bi-attention for sentiment analysis	22
Clustering of renewable energy assets to optimize resource allocation and operational strategies	22
An image and text-based multimodal model for detecting fake news in OSN’s	21
Exploring rich structure information for aspect-based sentiment classification	21
A hybrid location-based recommender system for trip planning and mobility using geo-tagged media	20
3T-IEC*: a context-aware recommender system architecture for smart social networks (EBSN and SBSN)	20

The more "similar" the happier: Augmenting text using similarity scoring with neural embeddings for happiness classification	20
Improving the clarity of questions in Community Question Answering networks	19
A novel technique using graph neural networks and relevance scoring to improve the performance of knowledge graph-based question answering systems	19
Bi-knowledge views recommendation based on user-oriented contrastive learning	18
Multi-class classification of COVID-19 documents using machine learning algorithms	17
Multi-task learning for toxic comment classification and rationale extraction	17
Sentiment analysis of twitter data to detect and predict political leniency using natural language processing	16
Research on telecom customer churn prediction based on ensemble learning	16
Learning resource recommendation models based on learning behaviors and hierarchical structure graph	15
Conversing with business process-aware large language models: the BPLLM framework	15
Leveraging large language models, graph neural networks, and explainable AI for revolutionizing the next-generation network intrusion detection systems	15
Multi-level language interaction transformer for multimodal sentiment analysis	15
Leveraging knowledge graphs and LLMs for content-based reviewer assignment	15
FedGR: Cross-platform federated group recommendation system with hypergraph neural networks	15
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
Transformer based multilingual joint learning framework for code-mixed and english sentiment analysis	14
Benchmarking state of the art website embedding methods for effective processing and analysis in the public sector	13
Dual-view embedding for hyper-relational knowledge graphs with hierarchical structure	13
Unveiling Sustainable Agriculture: An Ensemble Approach for Precision Crop and Fertilizer Recommendation with Local Interpretable Model-Agnostic Explanations	13
Integrating control-theoretic predictive deep learning for resource-efficient computing systems	13
Computing semantic similarity of texts by utilizing dependency graph	13
Detecting bipolar disorder on social media by post grouping and interpretable deep learning	12
Ensemble time series models for stock price prediction and portfolio optimization with sentiment analysis	12
Leveraging distant supervision and deep learning for twitter sentiment and emotion classification	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
An optimizer derived from Halpern’s method for enhanced neural network convergence and reduced carbon emissions	11
DoWTS – Denial-of-Wallet Test Simulator: Synthetic data generation for preemptive defence	11
Context-aware chatbot for personal healthcare assistance using LLMs and LangChain	11
Physics-guided approach with transfer learning in vehicle lateral dynamics	10
Word embedding for mixed-emotions analysis	10
Customer churn prediction for a webcast platform via a voting-based ensemble learning model with Nelder-Mead optimizer	9
KQFV: a knowledge-enhanced method using question answering for fact verification	9
EST transformer: enhanced spatiotemporal representation learning for time series anomaly detection	9
Data- & compute-efficient deviance mining via active learning and fast ensembles	9
MaMiPot: a paradigm shift for the classification of imbalanced data	9
Improving graph collaborative filtering with view explorer for social recommendation	9
Audio super-resolution via vision transformer	9
BMDF-SR: bidirectional multi-sequence decoupling fusion method for sequential recommendation	9
MFLP: Overlapping community detection by multi-level fast label propagation	9
Graph attention networks with adaptive neighbor graph aggregation for cold-start recommendation	9
Evidence selection via multi-aspect query diversification for cross-document relation extraction	9
GNNRec: gated graph neural network for session-based social recommendation model	9
A resistance distance approach to community detection in complex networks with key node identification	8
Design of fully homomorphic multikey encryption scheme for secured cloud access and storage environment	8
SKT-SQL: multi-decoupling and skeleton prompt framework for text-to-SQL on small-scale LMs	8
A transformer-based framework for predicting geomagnetic indices with uncertainty quantification	8
Stock price nowcasting and forecasting with deep learning	8
Two-stage sequential recommendation for side information fusion and long-term and short-term preferences modeling	8

A data-driven situation-aware framework for predictive analysis in smart environments	8
Semantic-enhanced reasoning question answering over temporal knowledge graphs	7
Approaches and algorithms to mitigate cold start problems in recommender systems: a systematic literature review	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
Handling concept drifts with traditional process discovery algorithms	7
Redefining edge representations for enhanced information propagation on GNNs	6
Classroom teaching of tourism management using multimedia big data analysis	6
Frequency-aware experts with multi-stage fusion for multimodal sentiment analysis	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
FPGA supported rough set reduct calculation for big datasets	6
Cross-distillation-based approach for detecting poisoning attacks in recommender systems	6
A contextual-bandit approach for multifaceted reciprocal recommendations in online dating	6
Dynamic memory-enhanced federated learning framework with trusted computing for multi-source data analysis	6
Heuristic approaches for non-exhaustive pattern-based change detection in dynamic networks	6
Editorial: recent advances in process analytics	6
Evidence-driven appraisal of students’ careers using process mining: a case study	6
Hybrid transformer-based recommender system for political news	6
Tiramisù: making sense of multi-faceted process information through time and space	6
Model-based decision support for knowledge-intensive processes	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
Temporal knowledge completion enhanced self-supervised entity alignment	6
T-shaped expert mining: a novel approach based on skill translation and focal loss	5
Prediction of customer’s perception in social networks by integrating sentiment analysis and machine learning	5
Histograms as tools for mining actionable knowledge – principles and examples	5
Correction to: Deep learning based sentiment analysis of public perception of working from home through tweets	5
Textual and structural dual enhancement for knowledge graph completion with large language models	5
Expanding Normalized Systems from textual domain descriptions using TEMOS	5
Incremental and accurate computation of machine learning models with smart data summarization	5
Tell me what you Like: introducing natural language preference elicitation strategies in a virtual assistant for the movie domain	5
Adaptive multi-round retrieval with knowledge distillation for sequential recommendation	5
Enhancing E-learning effectiveness: a process mining approach for short-term tutorials	5
Efficient approximate top-k mutual information based feature selection	5
Attention-based hybrid CNN-LSTM and spectral data augmentation for COVID-19 diagnosis from cough sound	4
GCN-diffusion and multi-view contrastive learning for enhanced knowledge recommendation	4
SI: methodologies for intelligent systems	4
PolyCard: A learned cardinality estimator for intersection queries on spatial polygons	4
D-DPDG: Diffusion-based dual-graph attention with dual-path feature extraction for multimodal recommendation	4
Performance-preserving event log sampling for predictive monitoring	4
A deep recommendation model based on semantic information and correlation between items	4
How to deal with negative preferences in recommender systems: a theoretical framework	4
An interpretable model for sepsis prediction using multi-objective rule extraction	4
Learning recommendations from educational event data in higher education	4
A multi-objective optimization approach for session-based recommendation systems	4
Editorial: AI meets cybersecurity	4
Predicting residents’ travel mode choice based on MAML	4
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
Generalized durative event detection on social media	4
DTDiff: adaptive decoupled transformer with language-conditioned denoising learning for multimodal emotion recognition in conversation	4
MMusic: a hierarchical multi-information fusion method for deep music recommendation	4
Generating textual explanations for scheduling systems leveraging the reasoning capabilities of large language models	4
Effect of attention and triplet loss on chart classification: a study on noisy charts and confusing chart pairs	4
A context-aware unsupervised predictive maintenance solution for fleet management	4
MAA-PTG: multimodal aspect-aware product title generation	4
User-controlled federated matrix factorization for recommender systems	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
Machine learning approaches to predict the execution time of the meteorological simulation software COSMO	4
Towards a soft three-level voting model (Soft T-LVM) for fake news detection	4
Neural network translations for building SentiWordNets	3
A mutually enhanced multi-scale relation-aware graph convolutional network for argument pair extraction	3
Towards scalable action rule discovery: a structured vertical partitioning method	3
Early detection of fake news on emerging topics through weak supervision	3
Gotta embed them all! - knowledge-aware recommendations fusing heterogeneous multimodal item embeddings	3
Generative adversarial meta-learning knowledge graph completion for large-scale complex knowledge graphs	3
Semantic-aware fake news detection with heterogeneous graph attention	3
Summarizing consumer reviews	3
Revisiting cognitive process-driven model with sentiment-infused user preference for recommendation	3
Offensive language identification with multi-task learning	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
TuckerDNCaching: high-quality negative sampling with tucker decomposition	3
A comprehensive Benchmark for fake news detection	3
Semi-supervised and ensemble learning to predict work-related stress	3
A generic approach to extract object-centric event data from databases supporting SAP ERP	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
ERABQS: entity resolution based on active machine learning and balancing query strategy	3
MLGAT: multi-layer graph attention networks for multimodal emotion recognition in conversations	2
Aspect-location attention networks for aspect-category sentiment analysis in social media	2
Inter-organizational collaborative BPMN 2.0 business process discovery	2
A framework for interoperability between models with hybrid tools	2
A quantum-like zero-shot approach for sentiment analysis in finance	2
Enhancing the fairness of offensive memes detection models by mitigating unintended political bias	2
Quantification of part-of-speech relationships for aspect sentiment triplet extraction	2
Using an explainable machine learning approach to prioritize factors contributing to healthcare professionals’ burnout	2
Audio-based anomaly detection on edge devices via self-supervision and spectral analysis	2
Scalable computer interactive education system based on large-scale multimedia data analysis	2
BERT-PG: a two-branch associative feature gated filtering network for aspect sentiment classification	2
A new knowledge discovery approach for mining business trade barriers	2
The detection of mental health conditions by incorporating external knowledge	2
An application of deep choice modeling for engagement maximization on Twitter/X	2
$$A^{2} H^{2}$$ for multimodal emotional data analysis	2
An improved recommendation based on graph convolutional network	2
Data-Centric AI	2
Self-training dual-network for denoising federated recommendation	2
Learning constraint orderings for direct diagnosis	2
Reinforcement negative sampling recommendation based on collaborative knowledge graph	2
A distantly supervised approach for recognizing product mentions in user-generated content	2
A relational tsetlin machine with applications to natural language understanding	2
Enhancing fake news detection through fact-augmented LLM generation with Co-Attention	2
Topic enhanced sentiment co-attention BERT	2
Enhanced density peak-based community detection algorithm	2
Sports recommender systems: overview and research directions	2
Deep learning based sentiment analysis of public perception of working from home through tweets	2
EqBal-RS: Mitigating popularity bias in recommender systems	2
Joint entity and relation extraction with fusion of multi-feature semantics	2
Forecasting inpatient admissions in district hospitals: a hybrid model approach	2
Towards real-world multimodal propagation networks: Multimodal uncertainty graph contrastive learning for fake news detection	2
Obtaining synthetic indications and sorting relevant structures from complex hierarchical clusters of multivariate data	2
OVI-3: A NoSQL visual query system supporting efficient anti-joins	2
Detecting COVID-19 vaccine hesitancy in India: a multimodal transformer based approach	2
Parameters tuning of multi-model database based on deep reinforcement learning	2
A distantly supervised approach for enriching product graphs with user opinions	2
Time series forecasting of network traffic with latent domain generalization: Addressing out-of-distribution challenges	2
A hybrid recognition framework of crucial seed spreaders in complex networks with neighborhood overlap	2
Transformer-based Denoising Adversarial Variational Entity Resolution	2
Leveraging posts’ and authors’ metadata to spot several forms of abusive comments in Twitter	2
Towards robust multimodal emotion recognition in conversation with multi-modal transformer and variational distillation fusion	2
Learning autoencoder ensembles for detecting malware hidden communications in IoT ecosystems	2
A parallel computing framework for real-time moving object detection on high resolution videos	2