Data & Knowledge Engineering

Article	Citations
Editorial	65
On efficient top-k transaction path query processing in blockchain database	63
Convolutional neural network-based high-precision and speed detection system on CIDDS-001	58
A graph theoretic approach to assess quality of data for classification task	45
The power and potentials of Flexible Query Answering Systems: A critical and comprehensive analysis	38
From base data to knowledge discovery – A life cycle approach – Using multilayer networks	37
Static and dynamic techniques for iterative test-driven modelling of Dynamic Condition Response Graphs	34
Blockchain-based ontology driven reference framework for security risk management	34
Providing healthcare shopping advice through knowledge-based virtual agents	34
How to build data-driven Strategy Maps? A methodological framework proposition	32
Editorial Board	32
Generating multiple conceptual models from behavior-driven development scenarios	31
Unraveling the foundations and the evolution of conceptual modeling—Intellectual structure, current themes, and trajectories	30
A new sentence embedding framework for the education and professional training domain with application to hierarchical multi-label text classification	29
PROADAPT: Proactive framework for adaptive partitioning for big data warehouses	29
A transformer-based neural network framework for full names prediction with abbreviations and contexts	29
A design theory for data quality tools in data ecosystems: Findings from three industry cases	26
Reasoning on responsibilities for optimal process alignment computation	25
Graph data temporal evolutions: From conceptual modelling to implementation	22
Editorial Board	21
Fusion learning of preference and bias from ratings and reviews for item recommendation	21
Symmetric non negative matrices factorization applied to the detection of communities in graphs and forensic image analysis	21
Editorial Board	20
SimBio: Adopting Particle Swarm Optimization for ontology-based biomedical term similarity assessment	19
Enhancing the convolution-based knowledge graph embeddings by increasing dimension-wise interactions	19

Editorial Board	18
Towards automatic Privacy-Preserving Record Linkage: A Transfer Learning based classification step	18
Evaluating quality of ontology-driven conceptual models abstractions	18
Integrating Character-level and Word-level Representation for Affect in Arabic Tweets	18
Corrigendum to “Mining Closed High Utility Itemsets based on Propositional Satisfiability” [Data Knowl. Eng. 136C (2021) 101927]	18
AStar: A modeling language for document-oriented geospatial data warehouses	18
Capturing and Analysing Employee Behaviour: An Honest Day’s Work Record	17
Decisive skyline queries for truly balancing multiple criteria	17
A feature selection method based on term frequency difference and positive weighting factor	16
How well can a large language model explain business processes as perceived by users?	15
Ontologically correct taxonomies by construction	15
Big Data Analytics and Knowledge Discovery	15
Explanation, semantics, and ontology	15
BT-CKBQA: An efficient approach for Chinese knowledge base question answering	14
An enhanced attentive implicit relation embedding for social recommendation	14
LEAPME: Learning-based Property Matching with Embeddings	14
ISO/IEC 25012-based methodology for managing data quality requirements in the development of information systems: Towards Data Quality by Design	14
Enhancing item-based collaborative filtering by users’ similarities injection and low-quality data handling	14
A conceptual model supporting decision-making for test automation in Agile-based Software Development	14
Enhancing classification capacity of CNN models with deep feature selection and fusion: A case study on maize seed classification	13
VarClaMM: A reference meta-model to understand DNA variant classification	13
Legal powers, subjections, disabilities, and immunities: Ontological analysis and modeling patterns	13
Ontology-based semantic retrieval of documents using Word2vec model	13
A core ontology on the Human–Computer Interaction phenomenon	13
An assessment taxonomy for self-adaptation business process solutions	12
Corrigendum to “An efficient integer coding index algorithm for multi-scale time information management” [Data Knowl. Eng. 119 (2019) 123–138]	12
In Memoriam — Professor Aditya Ghose	12
Privacy-preserving cross-network service recommendation via federated learning of unified user representations	12
Editorial Board	12
Neurofuzzy semantic similarity measurement	12
Process model forecasting and change exploration using time series analysis of event sequence data	11
Bounding box representation of co-location instances for Chebyshev and Manhattan metrics	11
Derived multi-objective function for latency sensitive-based cloud object storage system using hybrid heuristic algorithm	11
Modeling metadata in data lakes—A generic model	11
Combining Specialized Word Embeddings and Subword Semantic Features for Lexical Entailment Recognition	11
A hierarchical graph-based model for mobility data representation and analysis	11
Knowledge graph-based image classification	11
Editorial Board	11
A knowledge-sharing platform for space resources	11
A constructive deep convolutional network model for analyzing video-to-image sequences	11
Location-privacy preserving partial nearby friends querying in urban areas	10
Large language models: Expectations for semantics-driven systems engineering	9
Semantic requirements construction using ontologies and boilerplates	9
Modelling process durations with gamma mixtures for right-censored data: Applications in customer clustering, pattern recognition, drift detection, and rationalisation	9
An explainable machine learning approach for automated medical decision support of heart disease	9
HiBenchLLM: Historical Inquiry Benchmarking for Large Language Models	9
Optimized deep learning-based prediction model for chiller performance prediction	9
SkiQL: A unified schema query language	9
Analyzing fuzzy semantics of reviews for multi-criteria recommendations	9
RINX: A system for information and knowledge extraction from resumes	9

Ethical reasoning methods for ICT: What they are and when to use them	9
Augmenting post-hoc explanations for predictive process monitoring with uncertainty quantification via conformalized Monte Carlo dropout	9
Mixed emotion extraction analysis and visualisation of social media text	9
Fuzzy-Ontology based knowledge driven disease risk level prediction with optimization assisted ensemble classifier	9
Insights into commonalities of a sample: A visualization framework to explore unusual subset-dataset relationships	8
Change pattern relationships in event logs	8
Ensemble model with combined feature set for Big data classification in IoT scenario	8
Multi-Layer Hybrid (MLH) balancing technique: A combined approach to remove data imbalance	8
SSQTKG: A	8
A methodology for the systematic design of storytelling dashboards applied to Industry 4.0	8
A framework for approximate product search using faceted navigation and user preference ranking	8
A workload-driven method for designing aggregate-oriented NoSQL databases	8
Machine learning for predicting off-block delays: A case study at Paris — Charles de Gaulle International Airport	8
Automated sentimental analysis using heuristic-based CNN-BiLSTM for E-commerce dataset	8
Retraction notice to “Pollen risk levels prediction from multi-source historical data” [Data Knowl. Eng. 142 (2022) 102096]	8
Preface	7
Modified Hierarchical-Attention Network model for legal judgment predictions	7
Preface - special issue on conceptual modeling – ER 2022	7
On the explanatory power of Boolean decision trees	7
OFES: Optimal feature evaluation and selection for multi-class classification	7
Selecting databases for Polyglot Persistence applications	7
Editorial Board	7
Reinforcement learning for optimizing responses in care processes	7
Data analytics and knowledge discovery on big data: Algorithms, architectures, and applications	7
A framework for understanding event abstraction problem solving: Current states of event abstraction studies	7
Event detection with multi-order edge-aware graph convolution networks	7
Fake news detection algorithms – A systematic literature review	7
Mining high utility patterns in interval-based event sequences	7
An extended taxonomy of advanced information visualization and interaction in conceptual modeling	6
Editorial for VSI:NLDB-saarbruecken-2021	6
Editorial introduction for special issue on research challenges and practices in conceptual modeling – ER 2023	6
A new approach to COVID-19 data mining: A deep spatial–temporal prediction model based on tree structure for traffic revitalization index	6
Discovering and evaluating organizational knowledge from textual data: Application to crisis management	6
A fuzzy clustering technique for enhancing the convergence performance by using improved Fuzzy c-means and Particle Swarm Optimization algorithms	6
DBHC: A DBSCAN-based hierarchical clustering algorithm	6
Editorial Board	6
Mining Keys for Graphs	6
Sense, Transform & Send for the Internet of Things (STS4IoT): UML profile for data-centric IoT applications	6
A conceptual framework for the government big data ecosystem (‘datagov.eco’)	6
PoliViews: A comprehensive and modular approach to the conceptual modeling of genomic data	5
The impact of psycholinguistic patterns in discriminating between fake news spreaders and fact checkers	5
Rating scale preferences for accurate recommendations	5
A parameter-free KNN for rating prediction	5
Machine learning-based risk prediction model for cardiovascular disease using a hybrid dataset	5
Developing A Decision Support System for Healthcare Practices: A Design Science Research Approach	5
CQuAE: A new Contextualized QUestion Answering corpus on Education domain	5
Aligning and linking entity mentions in image, text, and knowledge base	5
Preface	5
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
Metaheuristic enabled intelligent model for stock market prediction via integrating volatility spillover: India and its Asian and European counterparts	5
Time-aware structure matching for temporal knowledge graph alignment	5
Editorial Board	5
Robotic process automation using process mining — A systematic literature review	4
Transfer learning and sentiment analysis of Bahraini dialects sequential text data using multilingual deep learning approach	4
Deep attention based optimized Bi-LSTM for improving geospatial data ontology	4
Modelling temporal goals in runtime goal models	4
Leveraging relevant summarized information and multi-layer classification to generalize the detection of misleading headlines	4
Outranking Relations based Multi-criteria Recommender System for Analysis of Health Risk using Multi-objective Feature Selection Approach	4
Editorial Board	4
Editorial Board	4
System: A core conceptual modeling construct for capturing complexity	4
To prompt or not to prompt: Navigating the use of Large Language Models for integrating and modeling heterogeneous data	4
Managerial risk data analytics applications using grey influence analysis (GINA)	4
Better than XML: Towards a lexicographic markup language	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
Self-adaptation in smartphone applications: Current state-of-the-art techniques, challenges, and future directions	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
Evolution management in multi-model databases	3
Deep learning in the COVID-19 epidemic: A deep model for urban traffic revitalization index	3
Curvature constrained MPNNs: Improving message passing with local structural properties	3
Watch out, pothole! featuring road damage detection in an end-to-end system for autonomous driving	3
Effective healthcare service recommendation with network representation learning: A recursive neural network approach	3
A novel approach for Credit-Based Resource Aware Load Balancing algorithm (CB-RALB-SA) for scheduling jobs in cloud computing	3
Editorial Board	3
AI system architecture design methodology based on IMO (Input-AI Model-Output) structure for successful AI adoption in organizations	3
In pursuit of the hidden features of GNN’s internal representations	3
Global and item-by-item reasoning fusion-based multi-hop KGQA	3
Automated mapping between SDG indicators and open data: An LLM-augmented knowledge graph approach	3
Improving the identification of relevant variants in genome information systems: A methodological approach with a case study on early onset Alzheimer's disease	3

Editorial Board	3
Accessibility in conceptual modeling—A systematic literature review, a keyboard-only UML modeling tool, and a research roadmap	3
SRank: Guiding schema selection in NoSQL document stores	2
Leveraging an Isolation Forest to Anomaly Detection and Data Clustering	2
Blockchain based Securing Medical Records in Big Data Analytics	2
Optimized speaker change detection approach for speaker segmentation towards speaker diarization based on deep learning	2
Data-aware process models: From soundness checking to repair	2
Recognition algorithm for cross-texting in text chat conversations	2
Editorial Board	2
Topological querying of music scores	2
FaNDS: Fake News Detection System using energy flow	2
French translation of a dialogue dataset and text-based emotion detection	2
Enhancing the intelligibility of decision trees with concise and reliable probabilistic explanations	2
Turning Conceptual Modeling Institutional – The prescriptive role of conceptual models in transforming institutional reality	2
Hybrid methodology for analysis of structured and unstructured data to support decision-making in public security	2
An approach to detect backbones of information diffusers among different communities of a social platform	2
A survey on big data classification	2
Challenges of a Data Ecosystem for scientific data	2
Anomaly explanation: A review	2
Architecture for ontology-supported multi-context reasoning systems	2
Chinese named-entity recognition via self-attention mechanism and position-aware influence propagation embedding	2
A goal-oriented document-grounded dialogue based on evidence generation	2
An approach to on-demand extension of multidimensional cubes in multi-model settings: Application to IoT-based agro-ecology	2
Editorial preface to the special issue on research challenges in information science (RCIS’2023)	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
Issues in inter-organizational data sharing: Findings from practice and research challenges	2
Preface	2