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 2021-06-01 to 2025-06-01.)

Article	Citations
Editorial	63
On efficient top-k transaction path query processing in blockchain database	46
Convolutional neural network-based high-precision and speed detection system on CIDDS-001	41
Multi-level conceptual modeling: Theory, language and application	39
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	35
Providing healthcare shopping advice through knowledge-based virtual agents	34
From base data to knowledge discovery – A life cycle approach – Using multilayer networks	34
Static and dynamic techniques for iterative test-driven modelling of Dynamic Condition Response Graphs	33
How to build data-driven Strategy Maps? A methodological framework proposition	32
Editorial Board	32
Generating multiple conceptual models from behavior-driven development scenarios	30
PROADAPT: Proactive framework for adaptive partitioning for big data warehouses	28
ROSI: A hybrid solution for omni-channel feature integration in E-commerce	27
Unraveling the foundations and the evolution of conceptual modeling—Intellectual structure, current themes, and trajectories	27
A transformer-based neural network framework for full names prediction with abbreviations and contexts	26
Evaluating quality of ontology-driven conceptual models abstractions	25
A new sentence embedding framework for the education and professional training domain with application to hierarchical multi-label text classification	25
Enhancing the convolution-based knowledge graph embeddings by increasing dimension-wise interactions	25
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	21
Fusion learning of preference and bias from ratings and reviews for item recommendation	20
Symmetric non negative matrices factorization applied to the detection of communities in graphs and forensic image analysis	20
Editorial Board	19

Editorial Board	18
Editorial Board	18
Corrigendum to “Mining Closed High Utility Itemsets based on Propositional Satisfiability” [Data Knowl. Eng. 136C (2021) 101927]	18
SimBio: Adopting Particle Swarm Optimization for ontology-based biomedical term similarity assessment	18
Big Data Analytics and Knowledge Discovery	17
Ontologically correct taxonomies by construction	17
AStar: A modeling language for document-oriented geospatial data warehouses	17
Integrating Character-level and Word-level Representation for Affect in Arabic Tweets	16
Capturing and Analysing Employee Behaviour: An Honest Day’s Work Record	14
Towards automatic Privacy-Preserving Record Linkage: A Transfer Learning based classification step	14
A feature selection method based on term frequency difference and positive weighting factor	14
Explanation, semantics, and ontology	13
Types and taxonomic structures in conceptual modeling: A novel ontological theory and engineering support	13
ISO/IEC 25012-based methodology for managing data quality requirements in the development of information systems: Towards Data Quality by Design	13
How well can a large language model explain business processes as perceived by users?	13
BT-CKBQA: An efficient approach for Chinese knowledge base question answering	13
Ontology-based semantic retrieval of documents using Word2vec model	13
A conceptual model supporting decision-making for test automation in Agile-based Software Development	13
Decisive skyline queries for truly balancing multiple criteria	13
LEAPME: Learning-based Property Matching with Embeddings	13
Legal powers, subjections, disabilities, and immunities: Ontological analysis and modeling patterns	13
A core ontology on the Human–Computer Interaction phenomenon	12
Enhancing item-based collaborative filtering by users’ similarities injection and low-quality data handling	12
Corrigendum to “An efficient integer coding index algorithm for multi-scale time information management” [Data Knowl. Eng. 119 (2019) 123–138]	11
An enhanced attentive implicit relation embedding for social recommendation	11
Knowledge graph-based image classification	11
An assessment taxonomy for self-adaptation business process solutions	11
Enhancing classification capacity of CNN models with deep feature selection and fusion: A case study on maize seed classification	11
In Memoriam — Professor Aditya Ghose	11
VarClaMM: A reference meta-model to understand DNA variant classification	11
Editorial Board	11
Neurofuzzy semantic similarity measurement	10
Editorial Board	10
Modeling metadata in data lakes—A generic model	10
Bounding box representation of co-location instances for Chebyshev and Manhattan metrics	10
Process model forecasting and change exploration using time series analysis of event sequence data	10
An ontological analysis of software system anomalies and their associated risks	9
A knowledge-sharing platform for space resources	9
Optimized deep learning-based prediction model for chiller performance prediction	9
Fuzzy-Ontology based knowledge driven disease risk level prediction with optimization assisted ensemble classifier	9
Location-privacy preserving partial nearby friends querying in urban areas	9
A hierarchical graph-based model for mobility data representation and analysis	9
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
A constructive deep convolutional network model for analyzing video-to-image sequences	9
Large language models: Expectations for semantics-driven systems engineering	9
Combining Specialized Word Embeddings and Subword Semantic Features for Lexical Entailment Recognition	9
Semantic requirements construction using ontologies and boilerplates	9
Analysis and evaluation of document-oriented structures	9
SkiQL: A unified schema query language	8

An explainable machine learning approach for automated medical decision support of heart disease	8
Change pattern relationships in event logs	8
Augmenting post-hoc explanations for predictive process monitoring with uncertainty quantification via conformalized Monte Carlo dropout	8
A framework for approximate product search using faceted navigation and user preference ranking	8
Mixed emotion extraction analysis and visualisation of social media text	8
Analyzing fuzzy semantics of reviews for multi-criteria recommendations	8
HiBenchLLM: Historical Inquiry Benchmarking for Large Language Models	8
Automatic Query Expansion for Enhancing Document Retrieval System in Healthcare application using GAN Based Embedding and Hyper-tuned DAEBERT Algorithm	8