Data & Knowledge Engineering

Article	Citations
Editorial	102
On efficient top-k transaction path query processing in blockchain database	71
Convolutional neural network-based high-precision and speed detection system on CIDDS-001	50
A graph theoretic approach to assess quality of data for classification task	48
PROADAPT: Proactive framework for adaptive partitioning for big data warehouses	45
Providing healthcare shopping advice through knowledge-based virtual agents	45
Static and dynamic techniques for iterative test-driven modelling of Dynamic Condition Response Graphs	43
From base data to knowledge discovery – A life cycle approach – Using multilayer networks	38
Editorial Board	34
Generating multiple conceptual models from behavior-driven development scenarios	34
The power and potentials of Flexible Query Answering Systems: A critical and comprehensive analysis	34
How to build data-driven Strategy Maps? A methodological framework proposition	33
Blockchain-based ontology driven reference framework for security risk management	33
Unraveling the foundations and the evolution of conceptual modeling—Intellectual structure, current themes, and trajectories	32
A fine-grained multi-lingual opinion mining method on social media texts using multi-scale fused features-based adaptive residual convolutional LSTM with attention mechanism	32
ROSI: A hybrid solution for omni-channel feature integration in E-commerce	28
Reasoning on responsibilities for optimal process alignment computation	24
Editorial Board	23
SimBio: Adopting Particle Swarm Optimization for ontology-based biomedical term similarity assessment	23
Editorial Board	23
Graph data temporal evolutions: From conceptual modelling to implementation	23
Enhancing the convolution-based knowledge graph embeddings by increasing dimension-wise interactions	23
A transformer-based neural network framework for full names prediction with abbreviations and contexts	23
Fusion learning of preference and bias from ratings and reviews for item recommendation	22
Evaluating quality of ontology-driven conceptual models abstractions	21

Editorial Board	20
A design theory for data quality tools in data ecosystems: Findings from three industry cases	20
An integrated requirements framework for analytical and AI projects	20
Symmetric non negative matrices factorization applied to the detection of communities in graphs and forensic image analysis	20
Editorial Board	19
Big Data Analytics and Knowledge Discovery	19
Capturing and Analysing Employee Behaviour: An Honest Day’s Work Record	19
A new sentence embedding framework for the education and professional training domain with application to hierarchical multi-label text classification	19
Elevating human-machine collaboration in NLP for enhanced content creation and decision support	19
AStar: A modeling language for document-oriented geospatial data warehouses	18
Corrigendum to “Mining Closed High Utility Itemsets based on Propositional Satisfiability” [Data Knowl. Eng. 136C (2021) 101927]	18
Towards automatic Privacy-Preserving Record Linkage: A Transfer Learning based classification step	18
Ontologically correct taxonomies by construction	17
A feature selection method based on term frequency difference and positive weighting factor	17
Integrating Character-level and Word-level Representation for Affect in Arabic Tweets	17
How well can a large language model explain business processes as perceived by users?	17
Explanation, semantics, and ontology	16
BT-CKBQA: An efficient approach for Chinese knowledge base question answering	15
LEAPME: Learning-based Property Matching with Embeddings	15
ISO/IEC 25012-based methodology for managing data quality requirements in the development of information systems: Towards Data Quality by Design	15
A conceptual model supporting decision-making for test automation in Agile-based Software Development	15
Decisive skyline queries for truly balancing multiple criteria	15
Enhancing item-based collaborative filtering by users’ similarities injection and low-quality data handling	15
Ontology-based semantic retrieval of documents using Word2vec model	14
Enhancing classification capacity of CNN models with deep feature selection and fusion: A case study on maize seed classification	14
An enhanced attentive implicit relation embedding for social recommendation	14
A survey of processing methods for different types of concept drift	14
A core ontology on the Human–Computer Interaction phenomenon	13
An assessment taxonomy for self-adaptation business process solutions	13
VarClaMM: A reference meta-model to understand DNA variant classification	13
Legal powers, subjections, disabilities, and immunities: Ontological analysis and modeling patterns	13
Editorial Board	13
In Memoriam — Professor Aditya Ghose	12
Privacy-preserving cross-network service recommendation via federated learning of unified user representations	12
Neurofuzzy semantic similarity measurement	12
Optimized deep learning-based prediction model for chiller performance prediction	12
Knowledge graph-based image classification	12
Corrigendum to “An efficient integer coding index algorithm for multi-scale time information management” [Data Knowl. Eng. 119 (2019) 123–138]	12
Derived multi-objective function for latency sensitive-based cloud object storage system using hybrid heuristic algorithm	12
Process model forecasting and change exploration using time series analysis of event sequence data	12
A constructive deep convolutional network model for analyzing video-to-image sequences	11
Domain knowledge in artificial intelligence: Using conceptual modeling to increase machine learning accuracy and explainability	11
Bounding box representation of co-location instances for Chebyshev and Manhattan metrics	11
Location-privacy preserving partial nearby friends querying in urban areas	11
Editorial Board	11
A hierarchical graph-based model for mobility data representation and analysis	11
An optimization enabled Hierarchical Attention -Deep LSTM model for sentiment analysis on cloth products from customer rating	10
Large language models: Expectations for semantics-driven systems engineering	10
Modelling process durations with gamma mixtures for right-censored data: Applications in customer clustering, pattern recognition, drift detection, and rationalisation	10
Combining Specialized Word Embeddings and Subword Semantic Features for Lexical Entailment Recognition	10

Semantic requirements construction using ontologies and boilerplates	10
Ethical reasoning methods for ICT: What they are and when to use them	10
A knowledge-sharing platform for space resources	10
HiBenchLLM: Historical Inquiry Benchmarking for Large Language Models	10
Analyzing fuzzy semantics of reviews for multi-criteria recommendations	9
Mixed emotion extraction analysis and visualisation of social media text	9
Change pattern relationships in event logs	9
Rule-guided process discovery	9
Fuzzy-Ontology based knowledge driven disease risk level prediction with optimization assisted ensemble classifier	9
TEDA-driven adaptive stream clustering for concept drift detection	9
Automatic query expansion for enhancing document retrieval system in healthcare application using GAN based embedding and hyper-tuned DAEBERT algorithm	9
A methodology for the systematic design of storytelling dashboards applied to Industry 4.0	9
Augmenting post-hoc explanations for predictive process monitoring with uncertainty quantification via conformalized Monte Carlo dropout	9
An explainable machine learning approach for automated medical decision support of heart disease	9
SkiQL: A unified schema query language	9
Multi-feature classification for fake news detection using multiscale and atrous convolution-based adaptive temporal convolution network	9
RINX: A system for information and knowledge extraction from resumes	9
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
SSQTKG: A	8
Ensemble model with combined feature set for Big data classification in IoT scenario	8
Semantic-aware query answering with Large Language Models	8
Modified Hierarchical-Attention Network model for legal judgment predictions	7
Preface	7
OFES: Optimal feature evaluation and selection for multi-class classification	7
Machine learning for predicting off-block delays: A case study at Paris — Charles de Gaulle International Airport	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
Fake news detection algorithms – A systematic literature review	7
A framework for understanding event abstraction problem solving: Current states of event abstraction studies	7
Editorial Board	7
Automated sentimental analysis using heuristic-based CNN-BiLSTM for E-commerce dataset	7
Selecting databases for Polyglot Persistence applications	7
Multi-Granularity History Graph Network for temporal knowledge graph reasoning	7
On the explanatory power of Boolean decision trees	7
A framework for approximate product search using faceted navigation and user preference ranking	7
Retraction notice to “Pollen risk levels prediction from multi-source historical data” [Data Knowl. Eng. 142 (2022) 102096]	7
Reinforcement learning for optimizing responses in care processes	6
Preface - special issue on conceptual modeling – ER 2022	6
An extended taxonomy of advanced information visualization and interaction in conceptual modeling	6
Discovering and evaluating organizational knowledge from textual data: Application to crisis management	6
CQuAE: A new Contextualized QUestion Answering corpus on Education domain	6
Metaheuristic enabled intelligent model for stock market prediction via integrating volatility spillover: India and its Asian and European counterparts	6
Event detection with multi-order edge-aware graph convolution networks	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
Machine learning-based risk prediction model for cardiovascular disease using a hybrid dataset	6
A fuzzy clustering technique for enhancing the convergence performance by using improved Fuzzy c-means and Particle Swarm Optimization algorithms	6
A conceptual framework for the government big data ecosystem (‘datagov.eco’)	6
Editorial introduction for special issue on research challenges and practices in conceptual modeling – ER 2023	6
Rating scale preferences for accurate recommendations	6
A parameter-free KNN for rating prediction	6
Mining Keys for Graphs	6
Time-aware structure matching for temporal knowledge graph alignment	5
Editorial Board	5
A novel hybrid approach for text encoding: Cognitive Attention To Syntax model to detect online misinformation	5
ELEVATE-ID: Extending Large Language Models for End-to-End Entity Linking Evaluation in Indonesian	5
The impact of psycholinguistic patterns in discriminating between fake news spreaders and fact checkers	5
Developing A Decision Support System for Healthcare Practices: A Design Science Research Approach	5
A graph-based model for semantic textual similarity measurement	5
Aligning and linking entity mentions in image, text, and knowledge base	5
Preface	5
Editorial for VSI:NLDB-saarbruecken-2021	5
Robotic process automation using process mining — A systematic literature review	4
To prompt or not to prompt: Navigating the use of Large Language Models for integrating and modeling heterogeneous data	4
Editorial Board	4
Editorial Board	4
Editorial Board	4
Modelling temporal goals in runtime goal models	4
Modelling and solving industrial production tasks as planning-scheduling tasks	4
Managerial risk data analytics applications using grey influence analysis (GINA)	4
PoliViews: A comprehensive and modular approach to the conceptual modeling of genomic data	4
In pursuit of the hidden features of GNN’s internal representations	4
Outranking Relations based Multi-criteria Recommender System for Analysis of Health Risk using Multi-objective Feature Selection Approach	4
Transfer learning and sentiment analysis of Bahraini dialects sequential text data using multilingual deep learning approach	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
Detecting and repairing anomaly patterns in business process event logs	4
Deep attention based optimized Bi-LSTM for improving geospatial data ontology	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

Watch out, pothole! featuring road damage detection in an end-to-end system for autonomous driving	3
Blockchain based Securing Medical Records in Big Data Analytics	3
Turning Conceptual Modeling Institutional – The prescriptive role of conceptual models in transforming institutional reality	3
Editorial preface to the special issue on research challenges in information science (RCIS’2023)	3
A survey on big data classification	3
Editorial Board	3
Better than XML: Towards a lexicographic markup language	3
Curvature constrained MPNNs: Improving message passing with local structural properties	3
Enhancing the intelligibility of decision trees with concise and reliable probabilistic explanations	3
Dynamic time warping for classifying long-term trends in time series	3
French translation of a dialogue dataset and text-based emotion detection	3
Optimized speaker change detection approach for speaker segmentation towards speaker diarization based on deep learning	3
Chinese named-entity recognition via self-attention mechanism and position-aware influence propagation embedding	3
Automated mapping between SDG indicators and open data: An LLM-augmented knowledge graph approach	3
AI system architecture design methodology based on IMO (Input-AI Model-Output) structure for successful AI adoption in organizations	3
A goal-oriented document-grounded dialogue based on evidence generation	3
Knowledge graph question generation based on crucial semantic information	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
Global and item-by-item reasoning fusion-based multi-hop KGQA	3
FaNDS: Fake News Detection System using energy flow	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
CIAGELP: Clustering Inspired Augmented Graph Embedding based Link Prediction in dynamic networks	3
Accessibility in conceptual modeling—A systematic literature review, a keyboard-only UML modeling tool, and a research roadmap	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
Leveraging an Isolation Forest to Anomaly Detection and Data Clustering	2
Dirigo: A method to extract event logs for object-centric processes	2
Targeting language models for compile-time computing resource optimisation: A novel approach based on masked graph autoencoders	2
Big data classification using SpinalNet-Fuzzy-ResNeXt based on spark architecture with data mining approach	2
Evaluating Transformers and Linguistic Features integration for Author Profiling tasks in Spanish	2
PSA-GAT: Integrating position-syntax and cross-aspect graph attention networks for aspect-based sentiment analysis	2
Temporal knowledge graph recommendation with sequence-aware and path reasoning	2
Anomaly explanation: A review	2
Data-aware process models: From soundness checking to repair	2
SRank: Guiding schema selection in NoSQL document stores	2
An approach to detect backbones of information diffusers among different communities of a social platform	2
Issues in inter-organizational data sharing: Findings from practice and research challenges	2
Editorial Board	2
An approach to on-demand extension of multidimensional cubes in multi-model settings: Application to IoT-based agro-ecology	2
Architecture for ontology-supported multi-context reasoning systems	2
Topological querying of music scores	2
Challenges of a Data Ecosystem for scientific data	2
Recognition algorithm for cross-texting in text chat conversations	2
Advances in knowledge discovery and management, best papers of EGC 2024	2