Data & Knowledge Engineering

Article	Citations
Editorial	184
Convolutional neural network-based high-precision and speed detection system on CIDDS-001	97
A graph theoretic approach to assess quality of data for classification task	82
On efficient top-k transaction path query processing in blockchain database	61
A graph neural network approach to automated resume classification	50
ROSI: A hybrid solution for omni-channel feature integration in E-commerce	46
Unraveling the foundations and the evolution of conceptual modeling—Intellectual structure, current themes, and trajectories	40
Providing healthcare shopping advice through knowledge-based virtual agents	40
Static and dynamic techniques for iterative test-driven modelling of Dynamic Condition Response Graphs	39
From base data to knowledge discovery – A life cycle approach – Using multilayer networks	36
Generating multiple conceptual models from behavior-driven development scenarios	35
The power and potentials of Flexible Query Answering Systems: A critical and comprehensive analysis	33
PROADAPT: Proactive framework for adaptive partitioning for big data warehouses	33
A diagonal-tagging-based cross-modal extraction strategy for knowledge graph construction	32
Blockchain-based ontology driven reference framework for security risk management	32
Reasoning on responsibilities for optimal process alignment computation	31
A fine-grained multi-lingual opinion mining method on social media texts using multi-scale fused features-based adaptive residual convolutional LSTM with attention mechanism	31
A transformer-based neural network framework for full names prediction with abbreviations and contexts	30
Symmetric non negative matrices factorization applied to the detection of communities in graphs and forensic image analysis	30
An integrated requirements framework for analytical and AI projects	30
Editorial Board	28
Fusion learning of preference and bias from ratings and reviews for item recommendation	24
S	24
Human vs. Automated data annotation: Labeling the data set for an ML-driven support ticket classifier	24
SimBio: Adopting Particle Swarm Optimization for ontology-based biomedical term similarity assessment	23

A new sentence embedding framework for the education and professional training domain with application to hierarchical multi-label text classification	23
Evaluating quality of ontology-driven conceptual models abstractions	23
Enhancing the convolution-based knowledge graph embeddings by increasing dimension-wise interactions	22
A design theory for data quality tools in data ecosystems: Findings from three industry cases	22
Editorial Board	22
Decisive skyline queries for truly balancing multiple criteria	21
Capturing and Analysing Employee Behaviour: An Honest Day’s Work Record	21
Big Data Analytics and Knowledge Discovery	21
Corrigendum to “Mining Closed High Utility Itemsets based on Propositional Satisfiability” [Data Knowl. Eng. 136C (2021) 101927]	20
Elevating human-machine collaboration in NLP for enhanced content creation and decision support	20
AStar: A modeling language for document-oriented geospatial data warehouses	20
A feature selection method based on term frequency difference and positive weighting factor	20
Explanation, semantics, and ontology	19
Towards automatic Privacy-Preserving Record Linkage: A Transfer Learning based classification step	19
How well can a large language model explain business processes as perceived by users?	18
BT-CKBQA: An efficient approach for Chinese knowledge base question answering	17
ISO/IEC 25012-based methodology for managing data quality requirements in the development of information systems: Towards Data Quality by Design	16
A conceptual model supporting decision-making for test automation in Agile-based Software Development	16
An enhanced attentive implicit relation embedding for social recommendation	16
Legal powers, subjections, disabilities, and immunities: Ontological analysis and modeling patterns	16
Enhancing classification capacity of CNN models with deep feature selection and fusion: A case study on maize seed classification	15
Ontology-based semantic retrieval of documents using Word2vec model	15
CCASL: Counterexamples to comparative analysis of scientific literature — Application to polymers	15
A survey of processing methods for different types of concept drift	14
An assessment taxonomy for self-adaptation business process solutions	14
Editorial Board	14
Enhancing item-based collaborative filtering by users’ similarities injection and low-quality data handling	14
In Memoriam — Professor Aditya Ghose	14
VarClaMM: A reference meta-model to understand DNA variant classification	14
Editorial Preface for “Selected Papers from the 18th International Conference on Research Challenges in Information Science (RCIS 2024)”	14
Neurofuzzy semantic similarity measurement	14
An optimization enabled Hierarchical Attention -Deep LSTM model for sentiment analysis on cloth products from customer rating	13
Process model forecasting and change exploration using time series analysis of event sequence data	13
Privacy-preserving cross-network service recommendation via federated learning of unified user representations	13
Optimized deep learning-based prediction model for chiller performance prediction	13
Heterogeneity in entity matching: A survey and experimental analysis	13
Knowledge graph-based image classification	13
A constructive deep convolutional network model for analyzing video-to-image sequences	13
Combining Specialized Word Embeddings and Subword Semantic Features for Lexical Entailment Recognition	13
Refining storage strategy through index selection methods in multi-model database systems: A survey	13
A BERT model and momentum contrastive learning based sequential recommendation method and its implementation	12
A hierarchical graph-based model for mobility data representation and analysis	12
Bounding box representation of co-location instances for Chebyshev and Manhattan metrics	12
Editorial Board	12
Derived multi-objective function for latency sensitive-based cloud object storage system using hybrid heuristic algorithm	12
Ethical reasoning methods for ICT: What they are and when to use them	11
Domain knowledge in artificial intelligence: Using conceptual modeling to increase machine learning accuracy and explainability	11
TA-KGE: Enhancing knowledge graph embedding with DV-MPNNs, an entity-type-aware message-passing framework	11
A knowledge-sharing platform for space resources	11
Large language models: Expectations for semantics-driven systems engineering	11

Semantic requirements construction using ontologies and boilerplates	10
Automatic query expansion for enhancing document retrieval system in healthcare application using GAN based embedding and hyper-tuned DAEBERT algorithm	10
An explainable machine learning approach for automated medical decision support of heart disease	10
SkiQL: A unified schema query language	10
Analyzing fuzzy semantics of reviews for multi-criteria recommendations	10
TEDA-driven adaptive stream clustering for concept drift detection	10
Modelling process durations with gamma mixtures for right-censored data: Applications in customer clustering, pattern recognition, drift detection, and rationalisation	10
Fuzzy-Ontology based knowledge driven disease risk level prediction with optimization assisted ensemble classifier	10
HiBenchLLM: Historical Inquiry Benchmarking for Large Language Models	10
A methodology for the systematic design of storytelling dashboards applied to Industry 4.0	9
Multi-feature classification for fake news detection using multiscale and atrous convolution-based adaptive temporal convolution network	9
Mixed emotion extraction analysis and visualisation of social media text	9
Ensemble model with combined feature set for Big data classification in IoT scenario	9
Rule-guided process discovery	9
Augmenting post-hoc explanations for predictive process monitoring with uncertainty quantification via conformalized Monte Carlo dropout	9
Change pattern relationships in event logs	9
Insights into commonalities of a sample: A visualization framework to explore unusual subset-dataset relationships	9
RINX: A system for information and knowledge extraction from resumes	9
SSQTKG: A	9
Automated sentimental analysis using heuristic-based CNN-BiLSTM for E-commerce dataset	8
Semantic-aware query answering with Large Language Models	8
Influential node identification method based on local and global information considering the sum of 1st to Kth order neighbors	8
A Text-to-SQL strategy based on large language models and knowledge graphs for real-world databases	8
A workload-driven method for designing aggregate-oriented NoSQL databases	8
A framework for approximate product search using faceted navigation and user preference ranking	8
Machine learning for predicting off-block delays: A case study at Paris — Charles de Gaulle International Airport	8
Editorial Board	7
Modified Hierarchical-Attention Network model for legal judgment predictions	7
Retraction notice to “Pollen risk levels prediction from multi-source historical data” [Data Knowl. Eng. 142 (2022) 102096]	7
When temporary results meet intermediate index: An optimization technique of procedural SQL query processing	7
Preface - special issue on conceptual modeling – ER 2022	7
Enhancing clustering stability, compactness, and separation in multimodal data environments	7
A framework for understanding event abstraction problem solving: Current states of event abstraction studies	7
On the explanatory power of Boolean decision trees	7
Multi-Layer Hybrid (MLH) balancing technique: A combined approach to remove data imbalance	7
CLERK: A Companion Large Language Model Expert for modeling Regulatory Knowledge	7
An extended taxonomy of advanced information visualization and interaction in conceptual modeling	7
Reinforcement learning for optimizing responses in care processes	7
Event detection with multi-order edge-aware graph convolution networks	7
Enhancing SPARQL query generation using multi-label text-to-text models	7
Multi-Granularity History Graph Network for temporal knowledge graph reasoning	7
Fake news detection algorithms – A systematic literature review	7
Editorial introduction for special issue on research challenges and practices in conceptual modeling – ER 2023	7
Data analytics and knowledge discovery on big data: Algorithms, architectures, and applications	7
Mining Keys for Graphs	6
Discovering and evaluating organizational knowledge from textual data: Application to crisis management	6
Editorial Board	6
Rating scale preferences for accurate recommendations	6
Preface	6
A conceptual framework for the government big data ecosystem (‘datagov.eco’)	6
Editorial Board	6
Time-aware structure matching for temporal knowledge graph alignment	6
Metaheuristic enabled intelligent model for stock market prediction via integrating volatility spillover: India and its Asian and European counterparts	6
A parameter-free KNN for rating prediction	6
Efficiently sampling interval patterns from numerical databases	6
A new approach to COVID-19 data mining: A deep spatial–temporal prediction model based on tree structure for traffic revitalization index	6
ELEVATE-ID: Extending Large Language Models for End-to-End Entity Linking Evaluation in Indonesian	6
Editorial for VSI:NLDB-saarbruecken-2021	6
CQuAE: A new Contextualized QUestion Answering corpus on Education domain	6
Developing A Decision Support System for Healthcare Practices: A Design Science Research Approach	6
Modelling and solving industrial production tasks as planning-scheduling tasks	5
A novel hybrid approach for text encoding: Cognitive Attention To Syntax model to detect online misinformation	5
Outranking Relations based Multi-criteria Recommender System for Analysis of Health Risk using Multi-objective Feature Selection Approach	5
Managerial risk data analytics applications using grey influence analysis (GINA)	5
PoliViews: A comprehensive and modular approach to the conceptual modeling of genomic data	5
Leveraging relevant summarized information and multi-layer classification to generalize the detection of misleading headlines	5
Robotic process automation using process mining — A systematic literature review	5
A graph-based model for semantic textual similarity measurement	5
Transfer learning and sentiment analysis of Bahraini dialects sequential text data using multilingual deep learning approach	5
System: A core conceptual modeling construct for capturing complexity	5
On the performance of LSH-based Recommender Systems for E-commerce	5
To prompt or not to prompt: Navigating the use of Large Language Models for integrating and modeling heterogeneous data	5
Detecting and repairing anomaly patterns in business process event logs	4
Curvature constrained MPNNs: Improving message passing with local structural properties	4
Corrigendum to “Explicit and implicit oriented aspect-based sentiment analysis with optimal feature selection and deep learning for demonetization in India” Data Knowl. Eng. 142 (2022) 102092	4
Modelling temporal goals in runtime goal models	4
Deep attention based optimized Bi-LSTM for improving geospatial data ontology	4
CIAGELP: Clustering Inspired Augmented Graph Embedding based Link Prediction in dynamic networks	4
Watch out, pothole! featuring road damage detection in an end-to-end system for autonomous driving	4
Personalized learning path generation using large language models and sequential recommendations	4

Editorial Board	4
Editorial Board	4
Better than XML: Towards a lexicographic markup language	4
Accessibility in conceptual modeling—A systematic literature review, a keyboard-only UML modeling tool, and a research roadmap	4
MRV-RSA: Developed Modified Random Value Reptile Search Algorithm and Deep Learning based Fraud Detection Model in Banking Sector	4
Improving the identification of relevant variants in genome information systems: A methodological approach with a case study on early onset Alzheimer's disease	4
Editorial Board	4
In pursuit of the hidden features of GNN’s internal representations	4
AI system architecture design methodology based on IMO (Input-AI Model-Output) structure for successful AI adoption in organizations	4
Knowledge graph question generation based on crucial semantic information	4
Enhancing the intelligibility of decision trees with concise and reliable probabilistic explanations	3
A novel approach for Credit-Based Resource Aware Load Balancing algorithm (CB-RALB-SA) for scheduling jobs in cloud computing	3
Editorial preface to the special issue on research challenges in information science (RCIS’2023)	3
Effective healthcare service recommendation with network representation learning: A recursive neural network approach	3
Leveraging an Isolation Forest to Anomaly Detection and Data Clustering	3
Turning Conceptual Modeling Institutional – The prescriptive role of conceptual models in transforming institutional reality	3
Global and item-by-item reasoning fusion-based multi-hop KGQA	3
Editorial Board	3
A survey on big data classification	3
Blockchain based Securing Medical Records in Big Data Analytics	3
Targeting language models for compile-time computing resource optimization: A novel approach based on masked graph autoencoders	3
Automated mapping between SDG indicators and open data: An LLM-augmented knowledge graph approach	3
SRank: Guiding schema selection in NoSQL document stores	3
Optimized speaker change detection approach for speaker segmentation towards speaker diarization based on deep learning	3
Dynamic time warping for classifying long-term trends in time series	3
Ontology-guided and neighborhood-aware embedding for industrial knowledge graph completion	3
French translation of a dialogue dataset and text-based emotion detection	3
A goal-oriented document-grounded dialogue based on evidence generation	3
Topological querying of music scores	3
A-MKMC: An effective adaptive-based multilevel K-means clustering with optimal centroid selection using hybrid heuristic approach for handling the incomplete data	3
Challenges of a Data Ecosystem for scientific data	3
An approach to on-demand extension of multidimensional cubes in multi-model settings: Application to IoT-based agro-ecology	3
Editorial Board	2
Selected papers from EGC 2023	2
Editorial Board	2
Corrigendum to “Domain knowledge in artificial intelligence: Using conceptual modeling to increase machine learning accuracy and explainability” [Knowledge and Data Engineering Volume 160, November 20	2
PSA-GAT: Integrating position-syntax and cross-aspect graph attention networks for aspect-based sentiment analysis	2
Recognition algorithm for cross-texting in text chat conversations	2
Issues in inter-organizational data sharing: Findings from practice and research challenges	2
The tendency-based multi-criteria group recommendation systems	2
Temporal knowledge graph recommendation with sequence-aware and path reasoning	2
Logical big data integration and near real-time data analytics	2
Towards understanding students’ sensemaking of test case design	2
Improving speech emotion recognition by fusing self-supervised learning and spectral features via mixture of experts	2
Discovering outlying attributes of outliers in data streams	2
CALEB: A Conditional Adversarial Learning Framework to enhance bot detection	2
Explainable machine learning models to analyse maternal health	2
Editorial Board	2
Evaluating Transformers and Linguistic Features integration for Author Profiling tasks in Spanish	2
Advances in knowledge discovery and management, best papers of EGC 2024	2
Dirigo: A method to extract event logs for object-centric processes	2
Hybrid methodology for analysis of structured and unstructured data to support decision-making in public security	2
Clustering of timed sequences – Application to the analysis of care pathways	2
Relating behaviour of data-aware process models	2
Simulating complex urban growth using agent based modeling and genetic algorithms	2
LQ-FJS: A logical query-digging fake-news judgment system with structured video-summarization engine using LLM	2
Using Berlin SPARQL benchmark to evaluate virtual SPARQL endpoints over relational databases	2
A bitwise approach on influence overload problem	2
An extended TF-IDF method for improving keyword extraction in traditional corpus-based research: An example of a climate change corpus	2
Big data classification using SpinalNet-Fuzzy-ResNeXt based on spark architecture with data mining approach	2
Data-aware process models: From soundness checking to repair	2
Editorial Board	2
ASK-BIM: A knowledge graph-powered AI system for natural language querying of BIM models	2
Data engineering and modeling for artificial intelligence	2
Entity type inference based on path walking and inter-types relationships	2
Wikipedia searches and the epidemiology of infectious diseases: A systematic review	2
A self-adaptive density-based clustering algorithm for varying densities datasets with strong disturbance factor	2
CriMOnto: A generalized domain-specific ontology for modeling procedural norms of the Lebanese criminal law	2