Data & Knowledge Engineering

Article	Citations
Editorial	156
On efficient top-k transaction path query processing in blockchain database	91
Convolutional neural network-based high-precision and speed detection system on CIDDS-001	69
A graph theoretic approach to assess quality of data for classification task	54
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	54
ROSI: A hybrid solution for omni-channel feature integration in E-commerce	44
Providing healthcare shopping advice through knowledge-based virtual agents	41
Unraveling the foundations and the evolution of conceptual modeling—Intellectual structure, current themes, and trajectories	39
The power and potentials of Flexible Query Answering Systems: A critical and comprehensive analysis	38
Editorial Board	36
Static and dynamic techniques for iterative test-driven modelling of Dynamic Condition Response Graphs	35
From base data to knowledge discovery – A life cycle approach – Using multilayer networks	33
Blockchain-based ontology driven reference framework for security risk management	33
PROADAPT: Proactive framework for adaptive partitioning for big data warehouses	31
Generating multiple conceptual models from behavior-driven development scenarios	30
Reasoning on responsibilities for optimal process alignment computation	29
Human vs. Automated data annotation: Labeling the data set for an ML-driven support ticket classifier	29
A transformer-based neural network framework for full names prediction with abbreviations and contexts	27
Editorial Board	26
Symmetric non negative matrices factorization applied to the detection of communities in graphs and forensic image analysis	25
Enhancing the convolution-based knowledge graph embeddings by increasing dimension-wise interactions	24
S	24
An integrated requirements framework for analytical and AI projects	24
A design theory for data quality tools in data ecosystems: Findings from three industry cases	24
Fusion learning of preference and bias from ratings and reviews for item recommendation	23

Evaluating quality of ontology-driven conceptual models abstractions	23
A new sentence embedding framework for the education and professional training domain with application to hierarchical multi-label text classification	22
Capturing and Analysing Employee Behaviour: An Honest Day’s Work Record	22
SimBio: Adopting Particle Swarm Optimization for ontology-based biomedical term similarity assessment	22
Editorial Board	22
Corrigendum to “Mining Closed High Utility Itemsets based on Propositional Satisfiability” [Data Knowl. Eng. 136C (2021) 101927]	19
AStar: A modeling language for document-oriented geospatial data warehouses	19
A feature selection method based on term frequency difference and positive weighting factor	19
Towards automatic Privacy-Preserving Record Linkage: A Transfer Learning based classification step	19
Elevating human-machine collaboration in NLP for enhanced content creation and decision support	19
Decisive skyline queries for truly balancing multiple criteria	19
Big Data Analytics and Knowledge Discovery	19
Explanation, semantics, and ontology	18
Enhancing item-based collaborative filtering by users’ similarities injection and low-quality data handling	18
How well can a large language model explain business processes as perceived by users?	18
BT-CKBQA: An efficient approach for Chinese knowledge base question answering	18
A conceptual model supporting decision-making for test automation in Agile-based Software Development	17
Legal powers, subjections, disabilities, and immunities: Ontological analysis and modeling patterns	17
Enhancing classification capacity of CNN models with deep feature selection and fusion: A case study on maize seed classification	17
A survey of processing methods for different types of concept drift	16
ISO/IEC 25012-based methodology for managing data quality requirements in the development of information systems: Towards Data Quality by Design	15
An enhanced attentive implicit relation embedding for social recommendation	15
CCASL: Counterexamples to comparative analysis of scientific literature — Application to polymers	15
Ontology-based semantic retrieval of documents using Word2vec model	15
Corrigendum to “An efficient integer coding index algorithm for multi-scale time information management” [Data Knowl. Eng. 119 (2019) 123–138]	14
Editorial Preface for “Selected Papers from the 18th International Conference on Research Challenges in Information Science (RCIS 2024)”	14
VarClaMM: A reference meta-model to understand DNA variant classification	14
Process model forecasting and change exploration using time series analysis of event sequence data	14
In Memoriam — Professor Aditya Ghose	13
Knowledge graph-based image classification	13
Optimized deep learning-based prediction model for chiller performance prediction	13
Combining Specialized Word Embeddings and Subword Semantic Features for Lexical Entailment Recognition	13
Neurofuzzy semantic similarity measurement	13
Privacy-preserving cross-network service recommendation via federated learning of unified user representations	13
An optimization enabled Hierarchical Attention -Deep LSTM model for sentiment analysis on cloth products from customer rating	13
An assessment taxonomy for self-adaptation business process solutions	13
Editorial Board	13
A BERT model and momentum contrastive learning based sequential recommendation method and its implementation	13
A knowledge-sharing platform for space resources	12
A hierarchical graph-based model for mobility data representation and analysis	12
A constructive deep convolutional network model for analyzing video-to-image sequences	12
Derived multi-objective function for latency sensitive-based cloud object storage system using hybrid heuristic algorithm	12
Editorial Board	12
Domain knowledge in artificial intelligence: Using conceptual modeling to increase machine learning accuracy and explainability	11
Large language models: Expectations for semantics-driven systems engineering	11
Ethical reasoning methods for ICT: What they are and when to use them	11
Bounding box representation of co-location instances for Chebyshev and Manhattan metrics	11
Modelling process durations with gamma mixtures for right-censored data: Applications in customer clustering, pattern recognition, drift detection, and rationalisation	10
Multi-feature classification for fake news detection using multiscale and atrous convolution-based adaptive temporal convolution network	10
TEDA-driven adaptive stream clustering for concept drift detection	10

Mixed emotion extraction analysis and visualisation of social media text	10
Analyzing fuzzy semantics of reviews for multi-criteria recommendations	10
Automatic query expansion for enhancing document retrieval system in healthcare application using GAN based embedding and hyper-tuned DAEBERT algorithm	10
HiBenchLLM: Historical Inquiry Benchmarking for Large Language Models	10
Augmenting post-hoc explanations for predictive process monitoring with uncertainty quantification via conformalized Monte Carlo dropout	10
Fuzzy-Ontology based knowledge driven disease risk level prediction with optimization assisted ensemble classifier	10
SkiQL: A unified schema query language	10
Rule-guided process discovery	10
An explainable machine learning approach for automated medical decision support of heart disease	10
A workload-driven method for designing aggregate-oriented NoSQL databases	9
Semantic requirements construction using ontologies and boilerplates	9
SSQTKG: A	9
A framework for approximate product search using faceted navigation and user preference ranking	9
Insights into commonalities of a sample: A visualization framework to explore unusual subset-dataset relationships	9
Change pattern relationships in event logs	9
RINX: A system for information and knowledge extraction from resumes	9
A methodology for the systematic design of storytelling dashboards applied to Industry 4.0	8
Machine learning for predicting off-block delays: A case study at Paris — Charles de Gaulle International Airport	8
Multi-Layer Hybrid (MLH) balancing technique: A combined approach to remove data imbalance	8
Ensemble model with combined feature set for Big data classification in IoT scenario	8
Retraction notice to “Pollen risk levels prediction from multi-source historical data” [Data Knowl. Eng. 142 (2022) 102096]	8
Semantic-aware query answering with Large Language Models	8
Influential node identification method based on local and global information considering the sum of 1st to Kth order neighbors	8
Automated sentimental analysis using heuristic-based CNN-BiLSTM for E-commerce dataset	8
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
Multi-Granularity History Graph Network for temporal knowledge graph reasoning	7
Enhancing clustering stability, compactness, and separation in multimodal data environments	7
A conceptual framework for the government big data ecosystem (‘datagov.eco’)	7
Modified Hierarchical-Attention Network model for legal judgment predictions	7
Fake news detection algorithms – A systematic literature review	7
Reinforcement learning for optimizing responses in care processes	7
Editorial introduction for special issue on research challenges and practices in conceptual modeling – ER 2023	7
A new approach to COVID-19 data mining: A deep spatial–temporal prediction model based on tree structure for traffic revitalization index	7
Editorial Board	7
On the explanatory power of Boolean decision trees	7
Data analytics and knowledge discovery on big data: Algorithms, architectures, and applications	7
An extended taxonomy of advanced information visualization and interaction in conceptual modeling	7
A fuzzy clustering technique for enhancing the convergence performance by using improved Fuzzy c-means and Particle Swarm Optimization algorithms	7
Preface - special issue on conceptual modeling – ER 2022	7
Editorial Board	6
Editorial Board	6
Time-aware structure matching for temporal knowledge graph alignment	6
Editorial for VSI:NLDB-saarbruecken-2021	6
Rating scale preferences for accurate recommendations	6
Developing A Decision Support System for Healthcare Practices: A Design Science Research Approach	6
A parameter-free KNN for rating prediction	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
Mining Keys for Graphs	6
ELEVATE-ID: Extending Large Language Models for End-to-End Entity Linking Evaluation in Indonesian	6
Efficiently sampling interval patterns from numerical databases	6
Machine learning-based risk prediction model for cardiovascular disease using a hybrid dataset	6
Modelling and solving industrial production tasks as planning-scheduling tasks	5
A novel hybrid approach for text encoding: Cognitive Attention To Syntax model to detect online misinformation	5
PoliViews: A comprehensive and modular approach to the conceptual modeling of genomic data	5
Goal-oriented modeling and analysis of explanation requirements	5
CIAGELP: Clustering Inspired Augmented Graph Embedding based Link Prediction in dynamic networks	5
Managerial risk data analytics applications using grey influence analysis (GINA)	5
System: A core conceptual modeling construct for capturing complexity	5
Outranking Relations based Multi-criteria Recommender System for Analysis of Health Risk using Multi-objective Feature Selection Approach	5
Transfer learning and sentiment analysis of Bahraini dialects sequential text data using multilingual deep learning approach	5
Editorial Board	5
A graph-based model for semantic textual similarity measurement	5
Preface	5
Leveraging relevant summarized information and multi-layer classification to generalize the detection of misleading headlines	5
Robotic process automation using process mining — A systematic literature review	5
To prompt or not to prompt: Navigating the use of Large Language Models for integrating and modeling heterogeneous data	5
Editorial Board	5
A-MKMC: An effective adaptive-based multilevel K-means clustering with optimal centroid selection using hybrid heuristic approach for handling the incomplete data	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
MRV-RSA: Developed Modified Random Value Reptile Search Algorithm and Deep Learning based Fraud Detection Model in Banking Sector	4
In pursuit of the hidden features of GNN’s internal representations	4
Watch out, pothole! featuring road damage detection in an end-to-end system for autonomous driving	4
Improving the identification of relevant variants in genome information systems: A methodological approach with a case study on early onset Alzheimer's disease	4
A novel approach for Credit-Based Resource Aware Load Balancing algorithm (CB-RALB-SA) for scheduling jobs in cloud computing	4
Curvature constrained MPNNs: Improving message passing with local structural properties	4
Editorial Board	4

Deep attention based optimized Bi-LSTM for improving geospatial data ontology	4
Accessibility in conceptual modeling—A systematic literature review, a keyboard-only UML modeling tool, and a research roadmap	4
A goal-oriented document-grounded dialogue based on evidence generation	4
Editorial Board	4
Knowledge graph question generation based on crucial semantic information	4
Modelling temporal goals in runtime goal models	4
Detecting and repairing anomaly patterns in business process event logs	4
AI system architecture design methodology based on IMO (Input-AI Model-Output) structure for successful AI adoption in organizations	4
Turning Conceptual Modeling Institutional – The prescriptive role of conceptual models in transforming institutional reality	3
Dirigo: A method to extract event logs for object-centric processes	3
Topological querying of music scores	3
Leveraging an Isolation Forest to Anomaly Detection and Data Clustering	3
A survey on big data classification	3
Dynamic time warping for classifying long-term trends in time series	3
Blockchain based Securing Medical Records in Big Data Analytics	3
Targeting language models for compile-time computing resource optimization: A novel approach based on masked graph autoencoders	3
Optimized speaker change detection approach for speaker segmentation towards speaker diarization based on deep learning	3
Challenges of a Data Ecosystem for scientific data	3
SRank: Guiding schema selection in NoSQL document stores	3
Editorial preface to the special issue on research challenges in information science (RCIS’2023)	3
Effective healthcare service recommendation with network representation learning: A recursive neural network approach	3
Automated mapping between SDG indicators and open data: An LLM-augmented knowledge graph approach	3
Enhancing the intelligibility of decision trees with concise and reliable probabilistic explanations	3
An approach to on-demand extension of multidimensional cubes in multi-model settings: Application to IoT-based agro-ecology	3
Issues in inter-organizational data sharing: Findings from practice and research challenges	3
Temporal knowledge graph recommendation with sequence-aware and path reasoning	3
Data-aware process models: From soundness checking to repair	3
Architecture for ontology-supported multi-context reasoning systems	3
Global and item-by-item reasoning fusion-based multi-hop KGQA	3
French translation of a dialogue dataset and text-based emotion detection	3