OOIR: Observatory of International Research

Papers

(The TQCC of Data & Knowledge Engineering is 9. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-11-01 to 2025-11-01.)

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
Blockchain-based ontology driven reference framework for security risk management	31
PROADAPT: Proactive framework for adaptive partitioning for big data warehouses	31
Generating multiple conceptual models from behavior-driven development scenarios	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
Towards automatic Privacy-Preserving Record Linkage: A Transfer Learning based classification step	16
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
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
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
A conceptual model supporting decision-making for test automation in Agile-based Software Development	14
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
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
Combining Specialized Word Embeddings and Subword Semantic Features for Lexical Entailment Recognition	10
Semantic requirements construction using ontologies and boilerplates	10
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
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

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