OOIR: Observatory of International Research

Papers

(The TQCC of Data & Knowledge Engineering is 8. 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 2021-08-01 to 2025-08-01.)

Article	Citations
Editorial	63
On efficient top-k transaction path query processing in blockchain database	53
Convolutional neural network-based high-precision and speed detection system on CIDDS-001	53
A graph theoretic approach to assess quality of data for classification task	44
The power and potentials of Flexible Query Answering Systems: A critical and comprehensive analysis	37
Blockchain-based ontology driven reference framework for security risk management	37
From base data to knowledge discovery – A life cycle approach – Using multilayer networks	34
Providing healthcare shopping advice through knowledge-based virtual agents	34
Static and dynamic techniques for iterative test-driven modelling of Dynamic Condition Response Graphs	32
How to build data-driven Strategy Maps? A methodological framework proposition	31
Editorial Board	31
Unraveling the foundations and the evolution of conceptual modeling—Intellectual structure, current themes, and trajectories	30
Generating multiple conceptual models from behavior-driven development scenarios	30
PROADAPT: Proactive framework for adaptive partitioning for big data warehouses	29
A new sentence embedding framework for the education and professional training domain with application to hierarchical multi-label text classification	27
A transformer-based neural network framework for full names prediction with abbreviations and contexts	26
A design theory for data quality tools in data ecosystems: Findings from three industry cases	25
Reasoning on responsibilities for optimal process alignment computation	24
Graph data temporal evolutions: From conceptual modelling to implementation	22
Fusion learning of preference and bias from ratings and reviews for item recommendation	21
Symmetric non negative matrices factorization applied to the detection of communities in graphs and forensic image analysis	21
Editorial Board	19
Editorial Board	19
SimBio: Adopting Particle Swarm Optimization for ontology-based biomedical term similarity assessment	18
Corrigendum to “Mining Closed High Utility Itemsets based on Propositional Satisfiability” [Data Knowl. Eng. 136C (2021) 101927]	18

Enhancing the convolution-based knowledge graph embeddings by increasing dimension-wise interactions	18
Evaluating quality of ontology-driven conceptual models abstractions	18
Big Data Analytics and Knowledge Discovery	17
Integrating Character-level and Word-level Representation for Affect in Arabic Tweets	17
AStar: A modeling language for document-oriented geospatial data warehouses	17
Editorial Board	17
Capturing and Analysing Employee Behaviour: An Honest Day’s Work Record	16
Towards automatic Privacy-Preserving Record Linkage: A Transfer Learning based classification step	16
Decisive skyline queries for truly balancing multiple criteria	15
A feature selection method based on term frequency difference and positive weighting factor	15
LEAPME: Learning-based Property Matching with Embeddings	14
Ontologically correct taxonomies by construction	14
BT-CKBQA: An efficient approach for Chinese knowledge base question answering	14
How well can a large language model explain business processes as perceived by users?	14
Explanation, semantics, and ontology	14
Enhancing item-based collaborative filtering by users’ similarities injection and low-quality data handling	13
An enhanced attentive implicit relation embedding for social recommendation	13
Enhancing classification capacity of CNN models with deep feature selection and fusion: A case study on maize seed classification	13
Legal powers, subjections, disabilities, and immunities: Ontological analysis and modeling patterns	13
A conceptual model supporting decision-making for test automation in Agile-based Software Development	13
Ontology-based semantic retrieval of documents using Word2vec model	13
ISO/IEC 25012-based methodology for managing data quality requirements in the development of information systems: Towards Data Quality by Design	13
Corrigendum to “An efficient integer coding index algorithm for multi-scale time information management” [Data Knowl. Eng. 119 (2019) 123–138]	12
A core ontology on the Human–Computer Interaction phenomenon	12
Editorial Board	12
An assessment taxonomy for self-adaptation business process solutions	12
In Memoriam — Professor Aditya Ghose	12
VarClaMM: A reference meta-model to understand DNA variant classification	12
Process model forecasting and change exploration using time series analysis of event sequence data	11
Modeling metadata in data lakes—A generic model	11
Privacy-preserving cross-network service recommendation via federated learning of unified user representations	11
Editorial Board	11
Neurofuzzy semantic similarity measurement	11
Knowledge graph-based image classification	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
A constructive deep convolutional network model for analyzing video-to-image sequences	10
Ethical reasoning methods for ICT: What they are and when to use them	9
RINX: A system for information and knowledge extraction from resumes	9
Analyzing fuzzy semantics of reviews for multi-criteria recommendations	9
A knowledge-sharing platform for space resources	9
Optimized deep learning-based prediction model for chiller performance prediction	9
SkiQL: A unified schema query language	9
Fuzzy-Ontology based knowledge driven disease risk level prediction with optimization assisted ensemble classifier	9
Combining Specialized Word Embeddings and Subword Semantic Features for Lexical Entailment Recognition	9
Semantic requirements construction using ontologies and boilerplates	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
A hierarchical graph-based model for mobility data representation and analysis	9
Large language models: Expectations for semantics-driven systems engineering	9

Augmenting post-hoc explanations for predictive process monitoring with uncertainty quantification via conformalized Monte Carlo dropout	8
Change pattern relationships in event logs	8
SSQTKG: A	8
A framework for approximate product search using faceted navigation and user preference ranking	8
An explainable machine learning approach for automated medical decision support of heart disease	8
A methodology for the systematic design of storytelling dashboards applied to Industry 4.0	8
A workload-driven method for designing aggregate-oriented NoSQL databases	8
Automated sentimental analysis using heuristic-based CNN-BiLSTM for E-commerce dataset	8
Mixed emotion extraction analysis and visualisation of social media text	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