Data & Knowledge Engineering

Article	Citations
Editorial	63
On efficient top-k transaction path query processing in blockchain database	46
Convolutional neural network-based high-precision and speed detection system on CIDDS-001	41
Multi-level conceptual modeling: Theory, language and application	39
The power and potentials of Flexible Query Answering Systems: A critical and comprehensive analysis	37
Blockchain-based ontology driven reference framework for security risk management	35
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	33
How to build data-driven Strategy Maps? A methodological framework proposition	32
Editorial Board	32
Generating multiple conceptual models from behavior-driven development scenarios	30
PROADAPT: Proactive framework for adaptive partitioning for big data warehouses	28
ROSI: A hybrid solution for omni-channel feature integration in E-commerce	27
Unraveling the foundations and the evolution of conceptual modeling—Intellectual structure, current themes, and trajectories	27
A transformer-based neural network framework for full names prediction with abbreviations and contexts	26
A new sentence embedding framework for the education and professional training domain with application to hierarchical multi-label text classification	25
Enhancing the convolution-based knowledge graph embeddings by increasing dimension-wise interactions	25
A design theory for data quality tools in data ecosystems: Findings from three industry cases	25
Evaluating quality of ontology-driven conceptual models abstractions	25
Reasoning on responsibilities for optimal process alignment computation	24
Graph data temporal evolutions: From conceptual modelling to implementation	21
Fusion learning of preference and bias from ratings and reviews for item recommendation	20
Symmetric non negative matrices factorization applied to the detection of communities in graphs and forensic image analysis	20
Editorial Board	19

Editorial Board	18
Editorial Board	18
Corrigendum to “Mining Closed High Utility Itemsets based on Propositional Satisfiability” [Data Knowl. Eng. 136C (2021) 101927]	18
SimBio: Adopting Particle Swarm Optimization for ontology-based biomedical term similarity assessment	18
Big Data Analytics and Knowledge Discovery	17
Ontologically correct taxonomies by construction	17
AStar: A modeling language for document-oriented geospatial data warehouses	17
Integrating Character-level and Word-level Representation for Affect in Arabic Tweets	16
Capturing and Analysing Employee Behaviour: An Honest Day’s Work Record	14
Towards automatic Privacy-Preserving Record Linkage: A Transfer Learning based classification step	14
A feature selection method based on term frequency difference and positive weighting factor	14
Explanation, semantics, and ontology	13
Types and taxonomic structures in conceptual modeling: A novel ontological theory and engineering support	13
ISO/IEC 25012-based methodology for managing data quality requirements in the development of information systems: Towards Data Quality by Design	13
How well can a large language model explain business processes as perceived by users?	13
BT-CKBQA: An efficient approach for Chinese knowledge base question answering	13
Ontology-based semantic retrieval of documents using Word2vec model	13
A conceptual model supporting decision-making for test automation in Agile-based Software Development	13
Decisive skyline queries for truly balancing multiple criteria	13
LEAPME: Learning-based Property Matching with Embeddings	13
Legal powers, subjections, disabilities, and immunities: Ontological analysis and modeling patterns	13
A core ontology on the Human–Computer Interaction phenomenon	12
Enhancing item-based collaborative filtering by users’ similarities injection and low-quality data handling	12
Knowledge graph-based image classification	11
An assessment taxonomy for self-adaptation business process solutions	11
Enhancing classification capacity of CNN models with deep feature selection and fusion: A case study on maize seed classification	11
In Memoriam — Professor Aditya Ghose	11
VarClaMM: A reference meta-model to understand DNA variant classification	11
Editorial Board	11
Corrigendum to “An efficient integer coding index algorithm for multi-scale time information management” [Data Knowl. Eng. 119 (2019) 123–138]	11
An enhanced attentive implicit relation embedding for social recommendation	11
Neurofuzzy semantic similarity measurement	10
Editorial Board	10
Modeling metadata in data lakes—A generic model	10
Bounding box representation of co-location instances for Chebyshev and Manhattan metrics	10
Process model forecasting and change exploration using time series analysis of event sequence data	10
An ontological analysis of software system anomalies and their associated risks	9
A knowledge-sharing platform for space resources	9
Optimized deep learning-based prediction model for chiller performance prediction	9
Fuzzy-Ontology based knowledge driven disease risk level prediction with optimization assisted ensemble classifier	9
Location-privacy preserving partial nearby friends querying in urban areas	9
A hierarchical graph-based model for mobility data representation and analysis	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
A constructive deep convolutional network model for analyzing video-to-image sequences	9
Large language models: Expectations for semantics-driven systems engineering	9
Combining Specialized Word Embeddings and Subword Semantic Features for Lexical Entailment Recognition	9
Semantic requirements construction using ontologies and boilerplates	9
Analysis and evaluation of document-oriented structures	9
An explainable machine learning approach for automated medical decision support of heart disease	8

Change pattern relationships in event logs	8
Augmenting post-hoc explanations for predictive process monitoring with uncertainty quantification via conformalized Monte Carlo dropout	8
A framework for approximate product search using faceted navigation and user preference ranking	8
Mixed emotion extraction analysis and visualisation of social media text	8
Analyzing fuzzy semantics of reviews for multi-criteria recommendations	8
HiBenchLLM: Historical Inquiry Benchmarking for Large Language Models	8
Automatic Query Expansion for Enhancing Document Retrieval System in Healthcare application using GAN Based Embedding and Hyper-tuned DAEBERT Algorithm	8
SkiQL: A unified schema query language	8
Insights into commonalities of a sample: A visualization framework to explore unusual subset-dataset relationships	7
Automated sentimental analysis using heuristic-based CNN-BiLSTM for E-commerce dataset	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
Selecting databases for Polyglot Persistence applications	7
Machine learning for predicting off-block delays: A case study at Paris — Charles de Gaulle International Airport	7
SSQTKG: A	7
Retraction notice to “Pollen risk levels prediction from multi-source historical data” [Data Knowl. Eng. 142 (2022) 102096]	7
Preface	7
Editorial Board	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
Multi-Layer Hybrid (MLH) balancing technique: A combined approach to remove data imbalance	7
Data analytics and knowledge discovery on big data: Algorithms, architectures, and applications	7
On the explanatory power of Boolean decision trees	7
Event detection with multi-order edge-aware graph convolution networks	6
Editorial Board	6
Sense, Transform & Send for the Internet of Things (STS4IoT): UML profile for data-centric IoT applications	6
A new approach to COVID-19 data mining: A deep spatial–temporal prediction model based on tree structure for traffic revitalization index	6
OFES: Optimal feature evaluation and selection for multi-class classification	6
Preface - special issue on conceptual modeling – ER 2022	6
A conceptual framework for the government big data ecosystem (‘datagov.eco’)	6
Mining high utility patterns in interval-based event sequences	6
Reinforcement learning for optimizing responses in care processes	6
A fuzzy clustering technique for enhancing the convergence performance by using improved Fuzzy c-means and Particle Swarm Optimization algorithms	6
An extended taxonomy of advanced information visualization and interaction in conceptual modeling	6
The impact of psycholinguistic patterns in discriminating between fake news spreaders and fact checkers	5
Editorial for VSI:NLDB-saarbruecken-2021	5
Discovering and evaluating organizational knowledge from textual data: Application to crisis management	5
Metaheuristic enabled intelligent model for stock market prediction via integrating volatility spillover: India and its Asian and European counterparts	5
CQuAE: A new Contextualized QUestion Answering corpus on Education domain	5
Aligning and linking entity mentions in image, text, and knowledge base	5
A parameter-free KNN for rating prediction	5
Rating scale preferences for accurate recommendations	5
DBHC: A DBSCAN-based hierarchical clustering algorithm	5
Mining Keys for Graphs	5
Time-aware structure matching for temporal knowledge graph alignment	5
Managing polyglot systems metadata with hypergraphs	4
Preface	4
Leveraging relevant summarized information and multi-layer classification to generalize the detection of misleading headlines	4
System: A core conceptual modeling construct for capturing complexity	4
Transfer learning and sentiment analysis of Bahraini dialects sequential text data using multilingual deep learning approach	4
Machine learning-based risk prediction model for cardiovascular disease using a hybrid dataset	4
Developing A Decision Support System for Healthcare Practices: A Design Science Research Approach	4
Ontology-driven evolution of software security	4
Outranking Relations based Multi-criteria Recommender System for Analysis of Health Risk using Multi-objective Feature Selection Approach	4
Modelling and solving industrial production tasks as planning-scheduling tasks	4
Editorial Board	4
A novel hybrid approach for text encoding: Cognitive Attention To Syntax model to detect online misinformation	4
PoliViews: A comprehensive and modular approach to the conceptual modeling of genomic data	4
Robotic process automation using process mining — A systematic literature review	4
AI system architecture design methodology based on IMO (Input-AI Model-Output) structure for successful AI adoption in organizations	3
CIAGELP: Clustering Inspired Augmented Graph Embedding based Link Prediction in dynamic networks	3
A goal-oriented document-grounded dialogue based on evidence generation	3
To prompt or not to prompt: Navigating the use of Large Language Models for integrating and modeling heterogeneous data	3
Editorial Board	3
Modelling temporal goals in runtime goal models	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
Enhancing the intelligibility of decision trees with concise and reliable probabilistic explanations	3
Editorial Board	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
In pursuit of the hidden features of GNN’s internal representations	3
Self-adaptation in smartphone applications: Current state-of-the-art techniques, challenges, and future directions	3
Curvature constrained MPNNs: Improving message passing with local structural properties	3
Editorial Board	3
Deep learning in the COVID-19 epidemic: A deep model for urban traffic revitalization index	3
Managerial risk data analytics applications using grey influence analysis (GINA)	3
Deep attention based optimized Bi-LSTM for improving geospatial data ontology	3
Better than XML: Towards a lexicographic markup language	3
Optimized speaker change detection approach for speaker segmentation towards speaker diarization based on deep learning	2
Chinese named-entity recognition via self-attention mechanism and position-aware influence propagation embedding	2

Automated mapping between SDG indicators and open data: An LLM-augmented knowledge graph approach	2
An approach to on-demand extension of multidimensional cubes in multi-model settings: Application to IoT-based agro-ecology	2
Topological querying of music scores	2
Data-aware process models: From soundness checking to repair	2
Turning Conceptual Modeling Institutional – The prescriptive role of conceptual models in transforming institutional reality	2
Architecture for ontology-supported multi-context reasoning systems	2
Evolution management in multi-model databases	2
Blockchain based Securing Medical Records in Big Data Analytics	2
FaNDS: Fake News Detection System using energy flow	2
A novel approach for Credit-Based Resource Aware Load Balancing algorithm (CB-RALB-SA) for scheduling jobs in cloud computing	2
Challenges of a Data Ecosystem for scientific data	2
Leveraging an Isolation Forest to Anomaly Detection and Data Clustering	2
SRank: Guiding schema selection in NoSQL document stores	2
French translation of a dialogue dataset and text-based emotion detection	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
A-MKMC: An effective adaptive-based multilevel K-means clustering with optimal centroid selection using hybrid heuristic approach for handling the incomplete data	2
Effective healthcare service recommendation with network representation learning: A recursive neural network approach	2
A survey on big data classification	2
Preface	2
Issues in inter-organizational data sharing: Findings from practice and research challenges	2
Anomaly explanation: A review	2