Data & Knowledge Engineering

Article	Citations
Editorial	63
Convolutional neural network-based high-precision and speed detection system on CIDDS-001	53
On efficient top-k transaction path query processing in blockchain database	53
A graph theoretic approach to assess quality of data for classification task	44
Blockchain-based ontology driven reference framework for security risk management	37
The power and potentials of Flexible Query Answering Systems: A critical and comprehensive analysis	37
Providing healthcare shopping advice through knowledge-based virtual agents	34
From base data to knowledge discovery – A life cycle approach – Using multilayer networks	34
Static and dynamic techniques for iterative test-driven modelling of Dynamic Condition Response Graphs	32
Editorial Board	31
How to build data-driven Strategy Maps? A methodological framework proposition	31
Unraveling the foundations and the evolution of conceptual modeling—Intellectual structure, current themes, and trajectories	30
Generating multiple conceptual models from behavior-driven development scenarios	30
PROADAPT: Proactive framework for adaptive partitioning for big data warehouses	29
A new sentence embedding framework for the education and professional training domain with application to hierarchical multi-label text classification	27
A transformer-based neural network framework for full names prediction with abbreviations and contexts	26
A design theory for data quality tools in data ecosystems: Findings from three industry cases	25
Reasoning on responsibilities for optimal process alignment computation	24
Graph data temporal evolutions: From conceptual modelling to implementation	22
Symmetric non negative matrices factorization applied to the detection of communities in graphs and forensic image analysis	21
Fusion learning of preference and bias from ratings and reviews for item recommendation	21
Editorial Board	19
Editorial Board	19
Evaluating quality of ontology-driven conceptual models abstractions	18
SimBio: Adopting Particle Swarm Optimization for ontology-based biomedical term similarity assessment	18

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

Mixed emotion extraction analysis and visualisation of social media text	8
Insights into commonalities of a sample: A visualization framework to explore unusual subset-dataset relationships	8
Machine learning for predicting off-block delays: A case study at Paris — Charles de Gaulle International Airport	8
Augmenting post-hoc explanations for predictive process monitoring with uncertainty quantification via conformalized Monte Carlo dropout	8
Change pattern relationships in event logs	8
SSQTKG: A	8
A framework for approximate product search using faceted navigation and user preference ranking	8
An explainable machine learning approach for automated medical decision support of heart disease	8
A methodology for the systematic design of storytelling dashboards applied to Industry 4.0	8
A workload-driven method for designing aggregate-oriented NoSQL databases	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]	7
Editorial Board	7
Selecting databases for Polyglot Persistence applications	7
Data analytics and knowledge discovery on big data: Algorithms, architectures, and applications	7
Fake news detection algorithms – A systematic literature review	7
Multi-Layer Hybrid (MLH) balancing technique: A combined approach to remove data imbalance	7
Preface	7
Mining high utility patterns in interval-based event sequences	7
On the explanatory power of Boolean decision trees	7
Modified Hierarchical-Attention Network model for legal judgment predictions	7
A framework for understanding event abstraction problem solving: Current states of event abstraction studies	7
OFES: Optimal feature evaluation and selection for multi-class classification	7
Reinforcement learning for optimizing responses in care processes	6
A new approach to COVID-19 data mining: A deep spatial–temporal prediction model based on tree structure for traffic revitalization index	6
Event detection with multi-order edge-aware graph convolution networks	6
A fuzzy clustering technique for enhancing the convergence performance by using improved Fuzzy c-means and Particle Swarm Optimization algorithms	6
Preface - special issue on conceptual modeling – ER 2022	6
Editorial introduction for special issue on research challenges and practices in conceptual modeling – ER 2023	6
Sense, Transform & Send for the Internet of Things (STS4IoT): UML profile for data-centric IoT applications	6
Editorial for VSI:NLDB-saarbruecken-2021	6
Editorial Board	6
A conceptual framework for the government big data ecosystem (‘datagov.eco’)	6
DBHC: A DBSCAN-based hierarchical clustering algorithm	6
An extended taxonomy of advanced information visualization and interaction in conceptual modeling	6
Modelling and solving industrial production tasks as planning-scheduling tasks	5
Discovering and evaluating organizational knowledge from textual data: Application to crisis management	5
Mining Keys for Graphs	5
The impact of psycholinguistic patterns in discriminating between fake news spreaders and fact checkers	5
Editorial Board	5
PoliViews: A comprehensive and modular approach to the conceptual modeling of genomic data	5
A parameter-free KNN for rating prediction	5
CQuAE: A new Contextualized QUestion Answering corpus on Education domain	5
Preface	5
Developing A Decision Support System for Healthcare Practices: A Design Science Research Approach	5
Aligning and linking entity mentions in image, text, and knowledge base	5
Rating scale preferences for accurate recommendations	5
Time-aware structure matching for temporal knowledge graph alignment	5
Metaheuristic enabled intelligent model for stock market prediction via integrating volatility spillover: India and its Asian and European counterparts	5
Machine learning-based risk prediction model for cardiovascular disease using a hybrid dataset	5
To prompt or not to prompt: Navigating the use of Large Language Models for integrating and modeling heterogeneous data	4
A novel hybrid approach for text encoding: Cognitive Attention To Syntax model to detect online misinformation	4
Deep attention based optimized Bi-LSTM for improving geospatial data ontology	4
Modelling temporal goals in runtime goal models	4
System: A core conceptual modeling construct for capturing complexity	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
Managerial risk data analytics applications using grey influence analysis (GINA)	4
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
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
Better than XML: Towards a lexicographic markup language	4
Deep learning in the COVID-19 epidemic: A deep model for urban traffic revitalization index	3
Editorial Board	3
Detecting and repairing anomaly patterns in business process event logs	3
Editorial Board	3
Accessibility in conceptual modeling—A systematic literature review, a keyboard-only UML modeling tool, and a research roadmap	3
In pursuit of the hidden features of GNN’s internal representations	3
A goal-oriented document-grounded dialogue based on evidence generation	3
Self-adaptation in smartphone applications: Current state-of-the-art techniques, challenges, and future directions	3
Watch out, pothole! featuring road damage detection in an end-to-end system for autonomous driving	3
Global and item-by-item reasoning fusion-based multi-hop KGQA	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
Curvature constrained MPNNs: Improving message passing with local structural properties	3
AI system architecture design methodology based on IMO (Input-AI Model-Output) structure for successful AI adoption in organizations	3
Blockchain based Securing Medical Records in Big Data Analytics	2
A novel approach for Credit-Based Resource Aware Load Balancing algorithm (CB-RALB-SA) for scheduling jobs in cloud computing	2
Effective healthcare service recommendation with network representation learning: A recursive neural network approach	2
Editorial preface to the special issue on research challenges in information science (RCIS’2023)	2

Advances in knowledge discovery and management, best papers of EGC 2024	2
An approach to on-demand extension of multidimensional cubes in multi-model settings: Application to IoT-based agro-ecology	2
Challenges of a Data Ecosystem for scientific data	2
Anomaly explanation: A review	2
A survey on big data classification	2
FaNDS: Fake News Detection System using energy flow	2
Chinese named-entity recognition via self-attention mechanism and position-aware influence propagation embedding	2
Improving the identification of relevant variants in genome information systems: A methodological approach with a case study on early onset Alzheimer's disease	2
Turning Conceptual Modeling Institutional – The prescriptive role of conceptual models in transforming institutional reality	2
Optimized speaker change detection approach for speaker segmentation towards speaker diarization based on deep learning	2
Editorial Board	2
Preface	2
Architecture for ontology-supported multi-context reasoning systems	2
Data-aware process models: From soundness checking to repair	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
Automated mapping between SDG indicators and open data: An LLM-augmented knowledge graph approach	2
Evolution management in multi-model databases	2
SRank: Guiding schema selection in NoSQL document stores	2
Issues in inter-organizational data sharing: Findings from practice and research challenges	2
Topological querying of music scores	2
Leveraging an Isolation Forest to Anomaly Detection and Data Clustering	2