OOIR: Observatory of International Research

Papers

(The TQCC of Data & Knowledge Engineering is 7. 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 2021-05-01 to 2025-05-01.)

Article	Citations
Editorial	63
Convolutional neural network-based high-precision and speed detection system on CIDDS-001	46
On efficient top-k transaction path query processing in blockchain database	39
Multi-level conceptual modeling: Theory, language and application	36
Blockchain-based ontology driven reference framework for security risk management	34
The power and potentials of Flexible Query Answering Systems: A critical and comprehensive analysis	34
From base data to knowledge discovery – A life cycle approach – Using multilayer networks	33
Static and dynamic techniques for iterative test-driven modelling of Dynamic Condition Response Graphs	32
Unraveling the foundations and the evolution of conceptual modeling—Intellectual structure, current themes, and trajectories	32
Providing healthcare shopping advice through knowledge-based virtual agents	31
How to build data-driven Strategy Maps? A methodological framework proposition	28
PROADAPT: Proactive framework for adaptive partitioning for big data warehouses	27
Generating multiple conceptual models from behavior-driven development scenarios	27
Editorial Board	27
Reasoning on responsibilities for optimal process alignment computation	26
Enhancing the convolution-based knowledge graph embeddings by increasing dimension-wise interactions	24
A transformer-based neural network framework for full names prediction with abbreviations and contexts	24
Evaluating quality of ontology-driven conceptual models abstractions	24
A new sentence embedding framework for the education and professional training domain with application to hierarchical multi-label text classification	23
A design theory for data quality tools in data ecosystems: Findings from three industry cases	23
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	20
Editorial Board	19
Editorial Board	19

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

Location-privacy preserving partial nearby friends querying in urban areas	8
An explainable machine learning approach for automated medical decision support of heart disease	7
Change pattern relationships in event logs	7
Insights into commonalities of a sample: A visualization framework to explore unusual subset-dataset relationships	7
SSQTKG: A	7
Augmenting post-hoc explanations for predictive process monitoring with uncertainty quantification via conformalized Monte Carlo dropout	7
Automated sentimental analysis using heuristic-based CNN-BiLSTM for E-commerce dataset	7
A methodology for the systematic design of storytelling dashboards applied to Industry 4.0	7
A workload-driven method for designing aggregate-oriented NoSQL databases	7
A framework for approximate product search using faceted navigation and user preference ranking	7
HiBenchLLM: Historical Inquiry Benchmarking for Large Language Models	7
SkiQL: A unified schema query language	7
An ontology knowledge inspection methodology for quality assessment and continuous improvement	7