Journal of Intelligent Information Systems

Article	Citations
Correction to: Evaluating user story quality with LLMs: a comparative study	66
A semiautomatic method for obtaining a predictive deep learning model and a rule-based system for abdominal aortic aneurysms	62
Persuasive explanations for path reasoning recommendations	56
Entity-aware answer sentence selection for question answering with transformer-based language models	53
Explaining the impact of design choices on model quality in predictive process monitoring	52
Leveraging neighborhood and path information for influential spreaders recognition in complex networks	45
News dissemination: a semantic approach to barrier classification	44
On the performance of large language models on introductory programming assignments	43
MhSa-GRU: combining user’s dynamic preferences and items’ correlation to augment sequence recommendation	41
MYRTO: An efficient pervasive method for hybrid ML-based data filtered allocations	38
MF-EDNet: predicting stock market sector indices based on multi-feature fusion under emergency events	35
Temporal knowledge graph completion based on product space and contrastive learning of commonsense	34
Fake news detection based on statement conflict	32
Leveraging contextual embeddings and self-attention neural networks with bi-attention for sentiment analysis	31
Exploring rich structure information for aspect-based sentiment classification	29
Generation method of suspense stories based on new-type inference	27
LLIMONIIE: Large Language Instructed Model for Open Named Italian Information Extraction	26
An image and text-based multimodal model for detecting fake news in OSN’s	24
Deep learning approaches to lexical simplification: A survey	23
Analyzing and improving stability of matrix factorization for recommender systems	21
TCM_DiffPR: knowledge graph diffusion model for personalized traditional Chinese medicine recommendation	21
Clustering of renewable energy assets to optimize resource allocation and operational strategies	21
The more "similar" the happier: Augmenting text using similarity scoring with neural embeddings for happiness classification	20
3T-IEC*: a context-aware recommender system architecture for smart social networks (EBSN and SBSN)	20
Multi-task learning for toxic comment classification and rationale extraction	19

A hybrid location-based recommender system for trip planning and mobility using geo-tagged media	19
A novel technique using graph neural networks and relevance scoring to improve the performance of knowledge graph-based question answering systems	19
Improving the clarity of questions in Community Question Answering networks	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
Multi-class classification of COVID-19 documents using machine learning algorithms	16
Research on telecom customer churn prediction based on ensemble learning	16
FedGR: Cross-platform federated group recommendation system with hypergraph neural networks	15
Transformer based multilingual joint learning framework for code-mixed and english sentiment analysis	15
Multi-level language interaction transformer for multimodal sentiment analysis	15
Group event recommendation based on a heterogeneous attribute graph considering long- and short- term preferences	14
Leveraging large language models, graph neural networks, and explainable AI for revolutionizing the next-generation network intrusion detection systems	14
SESAME - self-supervised framework for extractive question answering over document collections	14
Conversing with business process-aware large language models: the BPLLM framework	14
Ensemble time series models for stock price prediction and portfolio optimization with sentiment analysis	14
Learning resource recommendation models based on learning behaviors and hierarchical structure graph	14
Integrating control-theoretic predictive deep learning for resource-efficient computing systems	13
RGDF: a structure-aware lightweight fusion for efficient and accurate knowledge graph completion	13
Dual-view embedding for hyper-relational knowledge graphs with hierarchical structure	13
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
Unveiling Sustainable Agriculture: An Ensemble Approach for Precision Crop and Fertilizer Recommendation with Local Interpretable Model-Agnostic Explanations	12
Benchmarking state of the art website embedding methods for effective processing and analysis in the public sector	12
Context-aware chatbot for personal healthcare assistance using LLMs and LangChain	11
An optimizer derived from Halpern’s method for enhanced neural network convergence and reduced carbon emissions	11
Word embedding for mixed-emotions analysis	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
Machine learning methods for predicting the admissions and hospitalisations in the emergency department of a civil and military hospital	10
GNNRec: gated graph neural network for session-based social recommendation model	9
Data- & compute-efficient deviance mining via active learning and fast ensembles	9
Customer churn prediction for a webcast platform via a voting-based ensemble learning model with Nelder-Mead optimizer	9
Audio super-resolution via vision transformer	9
BMDF-SR: bidirectional multi-sequence decoupling fusion method for sequential recommendation	9
Evidence selection via multi-aspect query diversification for cross-document relation extraction	9
MFLP: Overlapping community detection by multi-level fast label propagation	9
MaMiPot: a paradigm shift for the classification of imbalanced data	8
Improving graph collaborative filtering with view explorer for social recommendation	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
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
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
EST transformer: enhanced spatiotemporal representation learning for time series anomaly detection	8
Stock price nowcasting and forecasting with deep learning	8
KQFV: a knowledge-enhanced method using question answering for fact verification	8
A resistance distance approach to community detection in complex networks with key node identification	8
Handling concept drifts with traditional process discovery algorithms	7

Distance-based change point detection for novelty detection in concept-agnostic continual anomaly detection	7
Approaches and algorithms to mitigate cold start problems in recommender systems: a systematic literature review	7
Semantic-enhanced reasoning question answering over temporal knowledge graphs	7
Tiramisù: making sense of multi-faceted process information through time and space	7
Redefining edge representations for enhanced information propagation on GNNs	7
Temporal knowledge completion enhanced self-supervised entity alignment	6
A contextual-bandit approach for multifaceted reciprocal recommendations in online dating	6
Modeling and querying temporal RDF knowledge graphs with relational databases	6
Improved machine learning technique for feature reduction and its application in spam email detection	6
Finding a needle in a haystack: insights on feature selection for classification tasks	6
Heuristic approaches for non-exhaustive pattern-based change detection in dynamic networks	6
Identifying influential nodes using semi local isolating centrality based on average shortest path	6
Model-based decision support for knowledge-intensive processes	6
Cross-distillation-based approach for detecting poisoning attacks in recommender systems	6
Hybrid transformer-based recommender system for political news	6
Prediction of customer’s perception in social networks by integrating sentiment analysis and machine learning	6
Tell me what you Like: introducing natural language preference elicitation strategies in a virtual assistant for the movie domain	6
Classroom teaching of tourism management using multimedia big data analysis	6
Dynamic memory-enhanced federated learning framework with trusted computing for multi-source data analysis	6
FPGA supported rough set reduct calculation for big datasets	6
Evidence-driven appraisal of students’ careers using process mining: a case study	6
Meta learning-based relevant user identification and aggregation for cold-start recommendation	6
Editorial: recent advances in process analytics	6
Enhancing E-learning effectiveness: a process mining approach for short-term tutorials	5
Histograms as tools for mining actionable knowledge – principles and examples	5
Learning recommendations from educational event data in higher education	5
Adaptive multi-round retrieval with knowledge distillation for sequential recommendation	5
Expanding Normalized Systems from textual domain descriptions using TEMOS	5
Efficient approximate top-k mutual information based feature selection	5
Incremental and accurate computation of machine learning models with smart data summarization	5
Textual and structural dual enhancement for knowledge graph completion with large language models	5
T-shaped expert mining: a novel approach based on skill translation and focal loss	5
Correction to: Deep learning based sentiment analysis of public perception of working from home through tweets	5
Generalized durative event detection on social media	4
Effect of attention and triplet loss on chart classification: a study on noisy charts and confusing chart pairs	4
How to deal with negative preferences in recommender systems: a theoretical framework	4
DTDiff: adaptive decoupled transformer with language-conditioned denoising learning for multimodal emotion recognition in conversation	4
PolyCard: A learned cardinality estimator for intersection queries on spatial polygons	4
ELECTRA-based graph network model for multi-hop question answering	4
Machine learning approaches to predict the execution time of the meteorological simulation software COSMO	4
Generating textual explanations for scheduling systems leveraging the reasoning capabilities of large language models	4
An interpretable model for sepsis prediction using multi-objective rule extraction	4
Towards a soft three-level voting model (Soft T-LVM) for fake news detection	4
SI: methodologies for intelligent systems	4
A context-aware unsupervised predictive maintenance solution for fleet management	4
Interpretable methods for personalized recommendation of traditional chinese medicine	4
Attention-based hybrid CNN-LSTM and spectral data augmentation for COVID-19 diagnosis from cough sound	4
MMusic: a hierarchical multi-information fusion method for deep music recommendation	4
Issues in clustering algorithm consistency in fixed dimensional spaces. Some solutions for k-means	4
A multi-objective optimization approach for session-based recommendation systems	4
A knowledge-enhanced interactive graph convolutional network for aspect-based sentiment analysis	4
Session-aware recommender system using double deep reinforcement learning	4
User-controlled federated matrix factorization for recommender systems	4
Semi-supervised and ensemble learning to predict work-related stress	3
A novel approach for software defect prediction using CNN and GRU based on SMOTE Tomek method	3
A deep recommendation model based on semantic information and correlation between items	3
Summarizing consumer reviews	3
Early detection of fake news on emerging topics through weak supervision	3
Generative adversarial meta-learning knowledge graph completion for large-scale complex knowledge graphs	3
Neural network translations for building SentiWordNets	3
Sentiment lexicon integrated meta-training for sentiment analysis in data-scarce settings	3
Predicting residents’ travel mode choice based on MAML	3
A comprehensive Benchmark for fake news detection	3
Editorial: AI meets cybersecurity	3
Revisiting cognitive process-driven model with sentiment-infused user preference for recommendation	3
A mutually enhanced multi-scale relation-aware graph convolutional network for argument pair extraction	3
AlignGenRec: Aligning collaborative and textual knowledge for llm-based generative recommendation	3
Exploring the trie of rules: a fast data structure for the representation of association rules	3
Offensive language identification with multi-task learning	3
Performance-preserving event log sampling for predictive monitoring	3
Towards scalable action rule discovery: a structured vertical partitioning method	3
MAA-PTG: multimodal aspect-aware product title generation	3
A generic approach to extract object-centric event data from databases supporting SAP ERP	3
TuckerDNCaching: high-quality negative sampling with tucker decomposition	3
Gotta embed them all! - knowledge-aware recommendations fusing heterogeneous multimodal item embeddings	3
Semantic-aware fake news detection with heterogeneous graph attention	3
Information gain based dynamic support set construction for cold-start recommendation	3
Obtaining synthetic indications and sorting relevant structures from complex hierarchical clusters of multivariate data	2
Towards real-world multimodal propagation networks: Multimodal uncertainty graph contrastive learning for fake news detection	2
Audio-based anomaly detection on edge devices via self-supervision and spectral analysis	2

An empirical evaluation of active learning strategies for profile elicitation in a conversational recommender system	2
Parameters tuning of multi-model database based on deep reinforcement learning	2
Leveraging posts’ and authors’ metadata to spot several forms of abusive comments in Twitter	2
An Ontology driven model for detection and classification of cardiac arrhythmias using ECG data	2
ERABQS: entity resolution based on active machine learning and balancing query strategy	2
$$A^{2} H^{2}$$ for multimodal emotional data analysis	2
A hybrid recognition framework of crucial seed spreaders in complex networks with neighborhood overlap	2
Deep learning based sentiment analysis of public perception of working from home through tweets	2
BERT-PG: a two-branch associative feature gated filtering network for aspect sentiment classification	2
A relational tsetlin machine with applications to natural language understanding	2
A parallel computing framework for real-time moving object detection on high resolution videos	2
Forecasting inpatient admissions in district hospitals: a hybrid model approach	2
Joint entity and relation extraction with fusion of multi-feature semantics	2
EqBal-RS: Mitigating popularity bias in recommender systems	2
An improved recommendation based on graph convolutional network	2
Reinforcement negative sampling recommendation based on collaborative knowledge graph	2
Self-training dual-network for denoising federated recommendation	2
Learning constraint orderings for direct diagnosis	2
A distantly supervised approach for recognizing product mentions in user-generated content	2
Inter-organizational collaborative BPMN 2.0 business process discovery	2
Enhancing the fairness of offensive memes detection models by mitigating unintended political bias	2
Scalable computer interactive education system based on large-scale multimedia data analysis	2
Enhanced density peak-based community detection algorithm	2
A new knowledge discovery approach for mining business trade barriers	2
The detection of mental health conditions by incorporating external knowledge	2
Towards robust multimodal emotion recognition in conversation with multi-modal transformer and variational distillation fusion	2
Topic enhanced sentiment co-attention BERT	2
Aspect-location attention networks for aspect-category sentiment analysis in social media	2
Detecting COVID-19 vaccine hesitancy in India: a multimodal transformer based approach	2
A framework for interoperability between models with hybrid tools	2
A quantum-like zero-shot approach for sentiment analysis in finance	2
Time series forecasting of network traffic with latent domain generalization: Addressing out-of-distribution challenges	2
Quantification of part-of-speech relationships for aspect sentiment triplet extraction	2
A distantly supervised approach for enriching product graphs with user opinions	2
MLGAT: multi-layer graph attention networks for multimodal emotion recognition in conversations	2
Using an explainable machine learning approach to prioritize factors contributing to healthcare professionals’ burnout	2
Sports recommender systems: overview and research directions	2
Interest-aware influence diffusion model for social recommendation	2
Data-Centric AI	2
OVI-3: A NoSQL visual query system supporting efficient anti-joins	2
Learning autoencoder ensembles for detecting malware hidden communications in IoT ecosystems	2
An application of deep choice modeling for engagement maximization on Twitter/X	2