Data & Knowledge Engineering

Article	Citations
Editorial	146
On efficient top-k transaction path query processing in blockchain database	87
Convolutional neural network-based high-precision and speed detection system on CIDDS-001	67
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
A graph theoretic approach to assess quality of data for classification task	54
ROSI: A hybrid solution for omni-channel feature integration in E-commerce	44
Unraveling the foundations and the evolution of conceptual modeling—Intellectual structure, current themes, and trajectories	41
Providing healthcare shopping advice through knowledge-based virtual agents	41
Blockchain-based ontology driven reference framework for security risk management	39
The power and potentials of Flexible Query Answering Systems: A critical and comprehensive analysis	37
Editorial Board	36
Static and dynamic techniques for iterative test-driven modelling of Dynamic Condition Response Graphs	35
How to build data-driven Strategy Maps? A methodological framework proposition	33
From base data to knowledge discovery – A life cycle approach – Using multilayer networks	31
PROADAPT: Proactive framework for adaptive partitioning for big data warehouses	30
Generating multiple conceptual models from behavior-driven development scenarios	29
A diagonal-tagging-based cross-modal extraction strategy for knowledge graph construction	28
Editorial Board	27
Reasoning on responsibilities for optimal process alignment computation	27
SimBio: Adopting Particle Swarm Optimization for ontology-based biomedical term similarity assessment	26
A transformer-based neural network framework for full names prediction with abbreviations and contexts	25
Editorial Board	24
Enhancing the convolution-based knowledge graph embeddings by increasing dimension-wise interactions	24
Human vs. Automated data annotation: Labeling the data set for an ML-driven support ticket classifier	24
Symmetric non negative matrices factorization applied to the detection of communities in graphs and forensic image analysis	24

A design theory for data quality tools in data ecosystems: Findings from three industry cases	23
S	23
An integrated requirements framework for analytical and AI projects	22
Graph data temporal evolutions: From conceptual modelling to implementation	22
A new sentence embedding framework for the education and professional training domain with application to hierarchical multi-label text classification	21
Fusion learning of preference and bias from ratings and reviews for item recommendation	21
Evaluating quality of ontology-driven conceptual models abstractions	21
AStar: A modeling language for document-oriented geospatial data warehouses	19
Decisive skyline queries for truly balancing multiple criteria	19
Editorial Board	19
Big Data Analytics and Knowledge Discovery	19
Towards automatic Privacy-Preserving Record Linkage: A Transfer Learning based classification step	19
Capturing and Analysing Employee Behaviour: An Honest Day’s Work Record	19
Corrigendum to “Mining Closed High Utility Itemsets based on Propositional Satisfiability” [Data Knowl. Eng. 136C (2021) 101927]	19
A feature selection method based on term frequency difference and positive weighting factor	18
Elevating human-machine collaboration in NLP for enhanced content creation and decision support	18
Explanation, semantics, and ontology	17
ISO/IEC 25012-based methodology for managing data quality requirements in the development of information systems: Towards Data Quality by Design	17
Ontologically correct taxonomies by construction	17
How well can a large language model explain business processes as perceived by users?	17
Legal powers, subjections, disabilities, and immunities: Ontological analysis and modeling patterns	16
A survey of processing methods for different types of concept drift	16
Enhancing item-based collaborative filtering by users’ similarities injection and low-quality data handling	15
An enhanced attentive implicit relation embedding for social recommendation	15
BT-CKBQA: An efficient approach for Chinese knowledge base question answering	15
CCASL: Counterexamples to comparative analysis of scientific literature — Application to polymers	15
A conceptual model supporting decision-making for test automation in Agile-based Software Development	14
Ontology-based semantic retrieval of documents using Word2vec model	14
VarClaMM: A reference meta-model to understand DNA variant classification	14
Enhancing classification capacity of CNN models with deep feature selection and fusion: A case study on maize seed classification	14
Privacy-preserving cross-network service recommendation via federated learning of unified user representations	13
Process model forecasting and change exploration using time series analysis of event sequence data	13
Editorial Preface for “Selected Papers from the 18th International Conference on Research Challenges in Information Science (RCIS 2024)”	13
Editorial Board	13
An assessment taxonomy for self-adaptation business process solutions	13
Neurofuzzy semantic similarity measurement	13
Corrigendum to “An efficient integer coding index algorithm for multi-scale time information management” [Data Knowl. Eng. 119 (2019) 123–138]	13
In Memoriam — Professor Aditya Ghose	13
Knowledge graph-based image classification	13
Optimized deep learning-based prediction model for chiller performance prediction	12
Bounding box representation of co-location instances for Chebyshev and Manhattan metrics	12
Large language models: Expectations for semantics-driven systems engineering	12
A constructive deep convolutional network model for analyzing video-to-image sequences	12
Location-privacy preserving partial nearby friends querying in urban areas	12
Combining Specialized Word Embeddings and Subword Semantic Features for Lexical Entailment Recognition	12
Editorial Board	12
An optimization enabled Hierarchical Attention -Deep LSTM model for sentiment analysis on cloth products from customer rating	11
A knowledge-sharing platform for space resources	11
A hierarchical graph-based model for mobility data representation and analysis	11
Derived multi-objective function for latency sensitive-based cloud object storage system using hybrid heuristic algorithm	11

A BERT model and momentum contrastive learning based sequential recommendation method and its implementation	11
Domain knowledge in artificial intelligence: Using conceptual modeling to increase machine learning accuracy and explainability	11
SkiQL: A unified schema query language	10
Analyzing fuzzy semantics of reviews for multi-criteria recommendations	10
Ethical reasoning methods for ICT: What they are and when to use them	10
Modelling process durations with gamma mixtures for right-censored data: Applications in customer clustering, pattern recognition, drift detection, and rationalisation	10
Rule-guided process discovery	10
Semantic requirements construction using ontologies and boilerplates	10
Fuzzy-Ontology based knowledge driven disease risk level prediction with optimization assisted ensemble classifier	10
RINX: A system for information and knowledge extraction from resumes	10
An explainable machine learning approach for automated medical decision support of heart disease	10
TEDA-driven adaptive stream clustering for concept drift detection	9
Multi-feature classification for fake news detection using multiscale and atrous convolution-based adaptive temporal convolution network	9
Ensemble model with combined feature set for Big data classification in IoT scenario	9
Automatic query expansion for enhancing document retrieval system in healthcare application using GAN based embedding and hyper-tuned DAEBERT algorithm	9
HiBenchLLM: Historical Inquiry Benchmarking for Large Language Models	9
Insights into commonalities of a sample: A visualization framework to explore unusual subset-dataset relationships	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
Mixed emotion extraction analysis and visualisation of social media text	9
A framework for approximate product search using faceted navigation and user preference ranking	9
SSQTKG: A	9
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
A workload-driven method for designing aggregate-oriented NoSQL databases	8
Machine learning for predicting off-block delays: A case study at Paris — Charles de Gaulle International Airport	8
Change pattern relationships in event logs	8
Semantic-aware query answering with Large Language Models	8
Retraction notice to “Pollen risk levels prediction from multi-source historical data” [Data Knowl. Eng. 142 (2022) 102096]	8
Multi-Granularity History Graph Network for temporal knowledge graph reasoning	7
Preface - special issue on conceptual modeling – ER 2022	7
Enhancing clustering stability, compactness, and separation in multimodal data environments	7
Event detection with multi-order edge-aware graph convolution networks	7
Fake news detection algorithms – A systematic literature review	7
A new approach to COVID-19 data mining: A deep spatial–temporal prediction model based on tree structure for traffic revitalization index	7
An extended taxonomy of advanced information visualization and interaction in conceptual modeling	7
A conceptual framework for the government big data ecosystem (‘datagov.eco’)	7
Modified Hierarchical-Attention Network model for legal judgment predictions	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
Editorial introduction for special issue on research challenges and practices in conceptual modeling – ER 2023	7
A framework for understanding event abstraction problem solving: Current states of event abstraction studies	7
Editorial Board	7
OFES: Optimal feature evaluation and selection for multi-class classification	7
A fuzzy clustering technique for enhancing the convergence performance by using improved Fuzzy c-means and Particle Swarm Optimization algorithms	6
Mining Keys for Graphs	6
Discovering and evaluating organizational knowledge from textual data: Application to crisis management	6
ELEVATE-ID: Extending Large Language Models for End-to-End Entity Linking Evaluation in Indonesian	6
CQuAE: A new Contextualized QUestion Answering corpus on Education domain	6
Sense, Transform & Send for the Internet of Things (STS4IoT): UML profile for data-centric IoT applications	6
Metaheuristic enabled intelligent model for stock market prediction via integrating volatility spillover: India and its Asian and European counterparts	6
Rating scale preferences for accurate recommendations	6
Editorial for VSI:NLDB-saarbruecken-2021	6
Reinforcement learning for optimizing responses in care processes	6
Editorial Board	6
A parameter-free KNN for rating prediction	6
Efficiently sampling interval patterns from numerical databases	6
To prompt or not to prompt: Navigating the use of Large Language Models for integrating and modeling heterogeneous data	5
A graph-based model for semantic textual similarity measurement	5
A novel hybrid approach for text encoding: Cognitive Attention To Syntax model to detect online misinformation	5
Transfer learning and sentiment analysis of Bahraini dialects sequential text data using multilingual deep learning approach	5
Preface	5
Time-aware structure matching for temporal knowledge graph alignment	5
Developing A Decision Support System for Healthcare Practices: A Design Science Research Approach	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
Machine learning-based risk prediction model for cardiovascular disease using a hybrid dataset	5
Editorial Board	5
Modelling and solving industrial production tasks as planning-scheduling tasks	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
PoliViews: A comprehensive and modular approach to the conceptual modeling of genomic data	5
Detecting and repairing anomaly patterns in business process event logs	4
In pursuit of the hidden features of GNN’s internal representations	4
Editorial Board	4
Modelling temporal goals in runtime goal models	4
Global and item-by-item reasoning fusion-based multi-hop KGQA	4
AI system architecture design methodology based on IMO (Input-AI Model-Output) structure for successful AI adoption in organizations	4
A-MKMC: An effective adaptive-based multilevel K-means clustering with optimal centroid selection using hybrid heuristic approach for handling the incomplete data	4

A novel approach for Credit-Based Resource Aware Load Balancing algorithm (CB-RALB-SA) for scheduling jobs in cloud computing	4
Better than XML: Towards a lexicographic markup language	4
Editorial Board	4
CIAGELP: Clustering Inspired Augmented Graph Embedding based Link Prediction in dynamic networks	4
Curvature constrained MPNNs: Improving message passing with local structural properties	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
Chinese named-entity recognition via self-attention mechanism and position-aware influence propagation embedding	4
Editorial Board	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
Deep attention based optimized Bi-LSTM for improving geospatial data ontology	4
Editorial Board	4
Managerial risk data analytics applications using grey influence analysis (GINA)	4
MRV-RSA: Developed Modified Random Value Reptile Search Algorithm and Deep Learning based Fraud Detection Model in Banking Sector	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
Knowledge graph question generation based on crucial semantic information	4
Effective healthcare service recommendation with network representation learning: A recursive neural network approach	3
Topological querying of music scores	3
Editorial preface to the special issue on research challenges in information science (RCIS’2023)	3
Optimized speaker change detection approach for speaker segmentation towards speaker diarization based on deep learning	3
FaNDS: Fake News Detection System using energy flow	3
Issues in inter-organizational data sharing: Findings from practice and research challenges	3
Automated mapping between SDG indicators and open data: An LLM-augmented knowledge graph approach	3
Temporal knowledge graph recommendation with sequence-aware and path reasoning	3
Dynamic time warping for classifying long-term trends in time series	3
Targeting language models for compile-time computing resource optimization: A novel approach based on masked graph autoencoders	3
A survey on big data classification	3
Data-aware process models: From soundness checking to repair	3
Architecture for ontology-supported multi-context reasoning systems	3
Blockchain based Securing Medical Records in Big Data Analytics	3
An approach to on-demand extension of multidimensional cubes in multi-model settings: Application to IoT-based agro-ecology	3
Enhancing the intelligibility of decision trees with concise and reliable probabilistic explanations	3
French translation of a dialogue dataset and text-based emotion detection	3
SRank: Guiding schema selection in NoSQL document stores	3
Leveraging an Isolation Forest to Anomaly Detection and Data Clustering	3
Turning Conceptual Modeling Institutional – The prescriptive role of conceptual models in transforming institutional reality	3