Data & Knowledge Engineering

Article	Citations
Editorial	63
Convolutional neural network-based high-precision and speed detection system on CIDDS-001	46
On efficient top-k transaction path query processing in blockchain database	39
Multi-level conceptual modeling: Theory, language and application	36
The power and potentials of Flexible Query Answering Systems: A critical and comprehensive analysis	34
Blockchain-based ontology driven reference framework for security risk management	34
From base data to knowledge discovery – A life cycle approach – Using multilayer networks	33
Unraveling the foundations and the evolution of conceptual modeling—Intellectual structure, current themes, and trajectories	32
Static and dynamic techniques for iterative test-driven modelling of Dynamic Condition Response Graphs	32
Providing healthcare shopping advice through knowledge-based virtual agents	31
How to build data-driven Strategy Maps? A methodological framework proposition	28
PROADAPT: Proactive framework for adaptive partitioning for big data warehouses	27
Generating multiple conceptual models from behavior-driven development scenarios	27
Editorial Board	27
Reasoning on responsibilities for optimal process alignment computation	26
Enhancing the convolution-based knowledge graph embeddings by increasing dimension-wise interactions	24
A transformer-based neural network framework for full names prediction with abbreviations and contexts	24
Evaluating quality of ontology-driven conceptual models abstractions	24
A new sentence embedding framework for the education and professional training domain with application to hierarchical multi-label text classification	23
A design theory for data quality tools in data ecosystems: Findings from three industry cases	23
Graph data temporal evolutions: From conceptual modelling to implementation	22
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	20
Editorial Board	19
Editorial Board	19

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
Capturing and Analysing Employee Behaviour: An Honest Day’s Work Record	18
Explanation, semantics, and ontology	17
A feature selection method based on term frequency difference and positive weighting factor	17
Towards automatic Privacy-Preserving Record Linkage: A Transfer Learning based classification step	16
Editorial Board	16
Decisive skyline queries for truly balancing multiple criteria	16
Big Data Analytics and Knowledge Discovery	16
Integrating Character-level and Word-level Representation for Affect in Arabic Tweets	13
A core ontology on the Human–Computer Interaction phenomenon	13
AStar: A modeling language for document-oriented geospatial data warehouses	13
BT-CKBQA: An efficient approach for Chinese knowledge base question answering	13
How well can a large language model explain business processes as perceived by users?	13
Ontologically correct taxonomies by construction	13
Types and taxonomic structures in conceptual modeling: A novel ontological theory and engineering support	13
Ontology-based semantic retrieval of documents using Word2vec model	12
Legal powers, subjections, disabilities, and immunities: Ontological analysis and modeling patterns	12
ISO/IEC 25012-based methodology for managing data quality requirements in the development of information systems: Towards Data Quality by Design	12
LEAPME: Learning-based Property Matching with Embeddings	12
A conceptual model supporting decision-making for test automation in Agile-based Software Development	12
An enhanced attentive implicit relation embedding for social recommendation	11
VarClaMM: A reference meta-model to understand DNA variant classification	10
In Memoriam — Professor Aditya Ghose	10
An assessment taxonomy for self-adaptation business process solutions	10
Corrigendum to “An efficient integer coding index algorithm for multi-scale time information management” [Data Knowl. Eng. 119 (2019) 123–138]	10
Enhancing classification capacity of CNN models with deep feature selection and fusion: A case study on maize seed classification	10
Enhancing item-based collaborative filtering by users’ similarities injection and low-quality data handling	10
A knowledge-sharing platform for space resources	9
Editorial Board	9
Modeling metadata in data lakes—A generic model	9
Bounding box representation of co-location instances for Chebyshev and Manhattan metrics	9
An ontological analysis of software system anomalies and their associated risks	9
Knowledge graph-based image classification	9
Neurofuzzy semantic similarity measurement	9
Optimized deep learning-based prediction model for chiller performance prediction	9
A constructive deep convolutional network model for analyzing video-to-image sequences	9
Editorial Board	9
Process model forecasting and change exploration using time series analysis of event sequence data	9
Editorial Board	9
Combining Specialized Word Embeddings and Subword Semantic Features for Lexical Entailment Recognition	8
Analyzing fuzzy semantics of reviews for multi-criteria recommendations	8
Mixed emotion extraction analysis and visualisation of social media text	8
Analysis and evaluation of document-oriented structures	8
A hierarchical graph-based model for mobility data representation and analysis	8
RINX: A system for information and knowledge extraction from resumes	8
Ethical reasoning methods for ICT: What they are and when to use them	8
Location-privacy preserving partial nearby friends querying in urban areas	8
Large language models: Expectations for semantics-driven systems engineering	8
Fuzzy-Ontology based knowledge driven disease risk level prediction with optimization assisted ensemble classifier	8

Semantic requirements construction using ontologies and boilerplates	8
An explainable machine learning approach for automated medical decision support of heart disease	7
Change pattern relationships in event logs	7
Insights into commonalities of a sample: A visualization framework to explore unusual subset-dataset relationships	7
SSQTKG: A	7
Augmenting post-hoc explanations for predictive process monitoring with uncertainty quantification via conformalized Monte Carlo dropout	7
Automated sentimental analysis using heuristic-based CNN-BiLSTM for E-commerce dataset	7
A methodology for the systematic design of storytelling dashboards applied to Industry 4.0	7
A workload-driven method for designing aggregate-oriented NoSQL databases	7
A framework for approximate product search using faceted navigation and user preference ranking	7
HiBenchLLM: Historical Inquiry Benchmarking for Large Language Models	7
SkiQL: A unified schema query language	7
An ontology knowledge inspection methodology for quality assessment and continuous improvement	7
Preface	6
Machine learning for predicting off-block delays: A case study at Paris — Charles de Gaulle International Airport	6
Modified Hierarchical-Attention Network model for legal judgment predictions	6
Event detection with multi-order edge-aware graph convolution networks	6
On the explanatory power of Boolean decision trees	6
OFES: Optimal feature evaluation and selection for multi-class classification	6
Ensemble Model with Combined feature Set for Big data Classification in IoT scenario	6
Selecting databases for Polyglot Persistence applications	6
Data analytics and knowledge discovery on big data: Algorithms, architectures, and applications	6
A framework for understanding event abstraction problem solving: Current states of event abstraction studies	6
Reinforcement learning for optimizing responses in care processes	6
Retraction notice to “Pollen risk levels prediction from multi-source historical data” [Data Knowl. Eng. 142 (2022) 102096]	6
Multi-Layer Hybrid (MLH) balancing technique: A combined approach to remove data imbalance	6
Mining high utility patterns in interval-based event sequences	6
Editorial Board	6
Preface - special issue on conceptual modeling – ER 2022	6
An extended taxonomy of advanced information visualization and interaction in conceptual modeling	5
A new approach to COVID-19 data mining: A deep spatial–temporal prediction model based on tree structure for traffic revitalization index	5
The impact of psycholinguistic patterns in discriminating between fake news spreaders and fact checkers	5
Editorial Board	5
DBHC: A DBSCAN-based hierarchical clustering algorithm	5
Editorial for VSI:NLDB-saarbruecken-2021	5
CQuAE: A new Contextualized QUestion Answering corpus on Education domain	5
A conceptual framework for the government big data ecosystem (‘datagov.eco’)	5
A fuzzy clustering technique for enhancing the convergence performance by using improved Fuzzy c-means and Particle Swarm Optimization algorithms	5
Time-aware structure matching for temporal knowledge graph alignment	5
Sense, Transform & Send for the Internet of Things (STS4IoT): UML profile for data-centric IoT applications	5
Rating scale preferences for accurate recommendations	4
A parameter-free KNN for rating prediction	4
Discovering and evaluating organizational knowledge from textual data: Application to crisis management	4
Machine learning-based risk prediction model for cardiovascular disease using a hybrid dataset	4
Aligning and linking entity mentions in image, text, and knowledge base	4
Ontology-driven evolution of software security	4
Editorial Board	4
Preface	4
Mining Keys for Graphs	4
Metaheuristic enabled intelligent model for stock market prediction via integrating volatility spillover: India and its Asian and European counterparts	4
PoliViews: A comprehensive and modular approach to the conceptual modeling of genomic data	4
Developing A Decision Support System for Healthcare Practices: A Design Science Research Approach	4
Transfer learning and sentiment analysis of Bahraini dialects sequential text data using multilingual deep learning approach	3
Robotic process automation using process mining — A systematic literature review	3
System: A core conceptual modeling construct for capturing complexity	3
Outranking Relations based Multi-criteria Recommender System for Analysis of Health Risk using Multi-objective Feature Selection Approach	3
Watch out, pothole! featuring road damage detection in an end-to-end system for autonomous driving	3
A novel hybrid approach for text encoding: Cognitive Attention To Syntax model to detect online misinformation	3
Modelling and solving industrial production tasks as planning-scheduling tasks	3
To prompt or not to prompt: Navigating the use of Large Language Models for integrating and modeling heterogeneous data	3
Deep attention based optimized Bi-LSTM for improving geospatial data ontology	3
In pursuit of the hidden features of GNN’s internal representations	3
Managing polyglot systems metadata with hypergraphs	3
Leveraging relevant summarized information and multi-layer classification to generalize the detection of misleading headlines	3
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	3
Editorial Board	3
Managerial risk data analytics applications using grey influence analysis (GINA)	3
Improving the identification of relevant variants in genome information systems: A methodological approach with a case study on early onset Alzheimer's disease	2
Editorial Board	2
Deep learning in the COVID-19 epidemic: A deep model for urban traffic revitalization index	2
Modelling temporal goals in runtime goal models	2
Curvature constrained MPNNs: Improving message passing with local structural properties	2
Chinese named-entity recognition via self-attention mechanism and position-aware influence propagation embedding	2
Evolution management in multi-model databases	2
An approach to on-demand extension of multidimensional cubes in multi-model settings: Application to IoT-based agro-ecology	2
Effective healthcare service recommendation with network representation learning: A recursive neural network approach	2
A-MKMC: An effective adaptive-based multilevel K-means clustering with optimal centroid selection using hybrid heuristic approach for handling the incomplete data	2
Global and item-by-item reasoning fusion-based multi-hop KGQA	2
Editorial Board	2
Better than XML: Towards a lexicographic markup language	2

Automated mapping between SDG indicators and open data: An LLM-augmented knowledge graph approach	2
Editorial preface to the special issue on research challenges in information science (RCIS’2023)	2
French translation of a dialogue dataset and text-based emotion detection	2
A novel approach for Credit-Based Resource Aware Load Balancing algorithm (CB-RALB-SA) for scheduling jobs in cloud computing	2
Blockchain based Securing Medical Records in Big Data Analytics	2
A goal-oriented document-grounded dialogue based on evidence generation	2
AI system architecture design methodology based on IMO (Input-AI Model-Output) structure for successful AI adoption in organizations	2
Self-adaptation in smartphone applications: Current state-of-the-art techniques, challenges, and future directions	2
Enhancing the intelligibility of decision trees with concise and reliable probabilistic explanations	2
SRank: Guiding schema selection in NoSQL document stores	2
FaNDS: Fake News Detection System using energy flow	2
Optimized speaker change detection approach for speaker segmentation towards speaker diarization based on deep learning	2