Data & Knowledge Engineering

Article	Citations
Editorial	84
A graph theoretic approach to assess quality of data for classification task	65
On efficient top-k transaction path query processing in blockchain database	47
Convolutional neural network-based high-precision and speed detection system on CIDDS-001	41
ROSI: A hybrid solution for omni-channel feature integration in E-commerce	40
Providing healthcare shopping advice through knowledge-based virtual agents	39
Static and dynamic techniques for iterative test-driven modelling of Dynamic Condition Response Graphs	38
How to build data-driven Strategy Maps? A methodological framework proposition	36
From base data to knowledge discovery – A life cycle approach – Using multilayer networks	35
The power and potentials of Flexible Query Answering Systems: A critical and comprehensive analysis	34
Editorial Board	32
PROADAPT: Proactive framework for adaptive partitioning for big data warehouses	31
Generating multiple conceptual models from behavior-driven development scenarios	31
Blockchain-based ontology driven reference framework for security risk management	31
Unraveling the foundations and the evolution of conceptual modeling—Intellectual structure, current themes, and trajectories	29
Reasoning on responsibilities for optimal process alignment computation	26
A design theory for data quality tools in data ecosystems: Findings from three industry cases	26
Evaluating quality of ontology-driven conceptual models abstractions	23
Editorial Board	23
Editorial Board	22
Enhancing the convolution-based knowledge graph embeddings by increasing dimension-wise interactions	22
SimBio: Adopting Particle Swarm Optimization for ontology-based biomedical term similarity assessment	21
A transformer-based neural network framework for full names prediction with abbreviations and contexts	21
Fusion learning of preference and bias from ratings and reviews for item recommendation	20
A new sentence embedding framework for the education and professional training domain with application to hierarchical multi-label text classification	19

Symmetric non negative matrices factorization applied to the detection of communities in graphs and forensic image analysis	19
Graph data temporal evolutions: From conceptual modelling to implementation	19
Big Data Analytics and Knowledge Discovery	18
AStar: A modeling language for document-oriented geospatial data warehouses	18
Capturing and Analysing Employee Behaviour: An Honest Day’s Work Record	18
Integrating Character-level and Word-level Representation for Affect in Arabic Tweets	18
Editorial Board	18
Decisive skyline queries for truly balancing multiple criteria	17
Ontologically correct taxonomies by construction	17
Corrigendum to “Mining Closed High Utility Itemsets based on Propositional Satisfiability” [Data Knowl. Eng. 136C (2021) 101927]	16
How well can a large language model explain business processes as perceived by users?	16
Towards automatic Privacy-Preserving Record Linkage: A Transfer Learning based classification step	16
BT-CKBQA: An efficient approach for Chinese knowledge base question answering	15
A feature selection method based on term frequency difference and positive weighting factor	15
An enhanced attentive implicit relation embedding for social recommendation	15
A core ontology on the Human–Computer Interaction phenomenon	15
ISO/IEC 25012-based methodology for managing data quality requirements in the development of information systems: Towards Data Quality by Design	15
Explanation, semantics, and ontology	15
Enhancing classification capacity of CNN models with deep feature selection and fusion: A case study on maize seed classification	14
Legal powers, subjections, disabilities, and immunities: Ontological analysis and modeling patterns	14
A survey of processing methods for different types of concept drift	14
Enhancing item-based collaborative filtering by users’ similarities injection and low-quality data handling	14
Ontology-based semantic retrieval of documents using Word2vec model	14
A conceptual model supporting decision-making for test automation in Agile-based Software Development	14
An assessment taxonomy for self-adaptation business process solutions	13
LEAPME: Learning-based Property Matching with Embeddings	13
In Memoriam — Professor Aditya Ghose	13
Knowledge graph-based image classification	13
Editorial Board	13
VarClaMM: A reference meta-model to understand DNA variant classification	13
Neurofuzzy semantic similarity measurement	12
Process model forecasting and change exploration using time series analysis of event sequence data	12
Modeling metadata in data lakes—A generic model	12
Corrigendum to “An efficient integer coding index algorithm for multi-scale time information management” [Data Knowl. Eng. 119 (2019) 123–138]	12
Privacy-preserving cross-network service recommendation via federated learning of unified user representations	12
A constructive deep convolutional network model for analyzing video-to-image sequences	11
A knowledge-sharing platform for space resources	11
Large language models: Expectations for semantics-driven systems engineering	11
Derived multi-objective function for latency sensitive-based cloud object storage system using hybrid heuristic algorithm	11
Editorial Board	11
A hierarchical graph-based model for mobility data representation and analysis	11
Bounding box representation of co-location instances for Chebyshev and Manhattan metrics	10
Location-privacy preserving partial nearby friends querying in urban areas	10
Optimized deep learning-based prediction model for chiller performance prediction	10
Domain knowledge in artificial intelligence: Using conceptual modeling to increase machine learning accuracy and explainability	10
Ethical reasoning methods for ICT: What they are and when to use them	10
Combining Specialized Word Embeddings and Subword Semantic Features for Lexical Entailment Recognition	10
Semantic requirements construction using ontologies and boilerplates	10
Augmenting post-hoc explanations for predictive process monitoring with uncertainty quantification via conformalized Monte Carlo dropout	9
RINX: A system for information and knowledge extraction from resumes	9

An explainable machine learning approach for automated medical decision support of heart disease	9
TEDA-driven adaptive stream clustering for concept drift detection	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
Automatic query expansion for enhancing document retrieval system in healthcare application using GAN based embedding and hyper-tuned DAEBERT algorithm	9
Fuzzy-Ontology based knowledge driven disease risk level prediction with optimization assisted ensemble classifier	9
Change pattern relationships in event logs	9
SkiQL: A unified schema query language	9
Analyzing fuzzy semantics of reviews for multi-criteria recommendations	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
A methodology for the systematic design of storytelling dashboards applied to Industry 4.0	9
SSQTKG: A	8
A workload-driven method for designing aggregate-oriented NoSQL databases	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
Ensemble model with combined feature set for Big data classification in IoT scenario	8
Automated sentimental analysis using heuristic-based CNN-BiLSTM for E-commerce dataset	8
A framework for approximate product search using faceted navigation and user preference ranking	7
Modified Hierarchical-Attention Network model for legal judgment predictions	7
Editorial Board	7
Preface	7
On the explanatory power of Boolean decision trees	7
Selecting databases for Polyglot Persistence applications	7
Multi-Layer Hybrid (MLH) balancing technique: A combined approach to remove data imbalance	7
Multi-Granularity History Graph Network for temporal knowledge graph reasoning	7
Event detection with multi-order edge-aware graph convolution networks	7
A framework for understanding event abstraction problem solving: Current states of event abstraction studies	7
Retraction notice to “Pollen risk levels prediction from multi-source historical data” [Data Knowl. Eng. 142 (2022) 102096]	7
Fake news detection algorithms – A systematic literature review	7
Data analytics and knowledge discovery on big data: Algorithms, architectures, and applications	7
OFES: Optimal feature evaluation and selection for multi-class classification	7
A new approach to COVID-19 data mining: A deep spatial–temporal prediction model based on tree structure for traffic revitalization index	6
Mining Keys for Graphs	6
Editorial Board	6
A fuzzy clustering technique for enhancing the convergence performance by using improved Fuzzy c-means and Particle Swarm Optimization algorithms	6
Discovering and evaluating organizational knowledge from textual data: Application to crisis management	6
Editorial for VSI:NLDB-saarbruecken-2021	6
A conceptual framework for the government big data ecosystem (‘datagov.eco’)	6
Sense, Transform & Send for the Internet of Things (STS4IoT): UML profile for data-centric IoT applications	6
Editorial introduction for special issue on research challenges and practices in conceptual modeling – ER 2023	6
Rating scale preferences for accurate recommendations	6
An extended taxonomy of advanced information visualization and interaction in conceptual modeling	6
Preface - special issue on conceptual modeling – ER 2022	6
Reinforcement learning for optimizing responses in care processes	6
CQuAE: A new Contextualized QUestion Answering corpus on Education domain	5
Machine learning-based risk prediction model for cardiovascular disease using a hybrid dataset	5
A parameter-free KNN for rating prediction	5
Preface	5
Outranking Relations based Multi-criteria Recommender System for Analysis of Health Risk using Multi-objective Feature Selection Approach	5
The impact of psycholinguistic patterns in discriminating between fake news spreaders and fact checkers	5
Aligning and linking entity mentions in image, text, and knowledge base	5
Developing A Decision Support System for Healthcare Practices: A Design Science Research Approach	5
A novel hybrid approach for text encoding: Cognitive Attention To Syntax model to detect online misinformation	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
Editorial Board	5
System: A core conceptual modeling construct for capturing complexity	5
To prompt or not to prompt: Navigating the use of Large Language Models for integrating and modeling heterogeneous data	5
Robotic process automation using process mining — A systematic literature review	4
Editorial Board	4
Editorial Board	4
Curvature constrained MPNNs: Improving message passing with local structural properties	4
Managerial risk data analytics applications using grey influence analysis (GINA)	4
Modelling and solving industrial production tasks as planning-scheduling tasks	4
PoliViews: A comprehensive and modular approach to the conceptual modeling of genomic data	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
Leveraging relevant summarized information and multi-layer classification to generalize the detection of misleading headlines	4
Transfer learning and sentiment analysis of Bahraini dialects sequential text data using multilingual deep learning approach	4
Self-adaptation in smartphone applications: Current state-of-the-art techniques, challenges, and future directions	4
Watch out, pothole! featuring road damage detection in an end-to-end system for autonomous driving	4
CIAGELP: Clustering Inspired Augmented Graph Embedding based Link Prediction in dynamic networks	3
Detecting and repairing anomaly patterns in business process event logs	3
Modelling temporal goals in runtime goal models	3
Evolution management in multi-model databases	3
A novel approach for Credit-Based Resource Aware Load Balancing algorithm (CB-RALB-SA) for scheduling jobs in cloud computing	3
Effective healthcare service recommendation with network representation learning: A recursive neural network approach	3
AI system architecture design methodology based on IMO (Input-AI Model-Output) structure for successful AI adoption in organizations	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
Enhancing the intelligibility of decision trees with concise and reliable probabilistic explanations	3
Editorial Board	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
In pursuit of the hidden features of GNN’s internal representations	3
Deep attention based optimized Bi-LSTM for improving geospatial data ontology	3
A goal-oriented document-grounded dialogue based on evidence generation	3
Global and item-by-item reasoning fusion-based multi-hop KGQA	3
Chinese named-entity recognition via self-attention mechanism and position-aware influence propagation embedding	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
Evaluating Transformers and Linguistic Features integration for Author Profiling tasks in Spanish	2
Hybrid methodology for analysis of structured and unstructured data to support decision-making in public security	2
Editorial Board	2
A survey on big data classification	2
Anomaly explanation: A review	2
French translation of a dialogue dataset and text-based emotion detection	2
Automated mapping between SDG indicators and open data: An LLM-augmented knowledge graph approach	2
Dirigo: A method to extract event logs for object-centric processes	2
Data engineering and modeling for artificial intelligence	2
CALEB: A Conditional Adversarial Learning Framework to enhance bot detection	2
PSA-GAT: Integrating position-syntax and cross-aspect graph attention networks for aspect-based sentiment analysis	2
Data-aware process models: From soundness checking to repair	2
Issues in inter-organizational data sharing: Findings from practice and research challenges	2
Editorial preface to the special issue on research challenges in information science (RCIS’2023)	2
Optimized speaker change detection approach for speaker segmentation towards speaker diarization based on deep learning	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
Turning Conceptual Modeling Institutional – The prescriptive role of conceptual models in transforming institutional reality	2
An approach to detect backbones of information diffusers among different communities of a social platform	2
Recognition algorithm for cross-texting in text chat conversations	2
Advances in knowledge discovery and management, best papers of EGC 2024	2
Big data classification using SpinalNet-Fuzzy-ResNeXt based on spark architecture with data mining approach	2
Leveraging an Isolation Forest to Anomaly Detection and Data Clustering	2
Architecture for ontology-supported multi-context reasoning systems	2
SRank: Guiding schema selection in NoSQL document stores	2
Blockchain based Securing Medical Records in Big Data Analytics	2
FaNDS: Fake News Detection System using energy flow	2
Topological querying of music scores	2