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 2022-01-01 to 2026-01-01.)

Article	Citations
Editorial	102
On efficient top-k transaction path query processing in blockchain database	71
Convolutional neural network-based high-precision and speed detection system on CIDDS-001	50
A graph theoretic approach to assess quality of data for classification task	48
Providing healthcare shopping advice through knowledge-based virtual agents	45
PROADAPT: Proactive framework for adaptive partitioning for big data warehouses	45
Static and dynamic techniques for iterative test-driven modelling of Dynamic Condition Response Graphs	43
From base data to knowledge discovery – A life cycle approach – Using multilayer networks	38
Generating multiple conceptual models from behavior-driven development scenarios	34
The power and potentials of Flexible Query Answering Systems: A critical and comprehensive analysis	34
Editorial Board	34
Blockchain-based ontology driven reference framework for security risk management	33
How to build data-driven Strategy Maps? A methodological framework proposition	33
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	32
Unraveling the foundations and the evolution of conceptual modeling—Intellectual structure, current themes, and trajectories	32
ROSI: A hybrid solution for omni-channel feature integration in E-commerce	28
Reasoning on responsibilities for optimal process alignment computation	24
Editorial Board	23
Graph data temporal evolutions: From conceptual modelling to implementation	23
Enhancing the convolution-based knowledge graph embeddings by increasing dimension-wise interactions	23
A transformer-based neural network framework for full names prediction with abbreviations and contexts	23
Editorial Board	23
SimBio: Adopting Particle Swarm Optimization for ontology-based biomedical term similarity assessment	23
Fusion learning of preference and bias from ratings and reviews for item recommendation	22
Evaluating quality of ontology-driven conceptual models abstractions	21

A design theory for data quality tools in data ecosystems: Findings from three industry cases	20
An integrated requirements framework for analytical and AI projects	20
Symmetric non negative matrices factorization applied to the detection of communities in graphs and forensic image analysis	20
Editorial Board	20
Capturing and Analysing Employee Behaviour: An Honest Day’s Work Record	19
A new sentence embedding framework for the education and professional training domain with application to hierarchical multi-label text classification	19
Elevating human-machine collaboration in NLP for enhanced content creation and decision support	19
Editorial Board	19
Big Data Analytics and Knowledge Discovery	19
AStar: A modeling language for document-oriented geospatial data warehouses	18
Corrigendum to “Mining Closed High Utility Itemsets based on Propositional Satisfiability” [Data Knowl. Eng. 136C (2021) 101927]	18
Towards automatic Privacy-Preserving Record Linkage: A Transfer Learning based classification step	18
Integrating Character-level and Word-level Representation for Affect in Arabic Tweets	17
How well can a large language model explain business processes as perceived by users?	17
Ontologically correct taxonomies by construction	17
A feature selection method based on term frequency difference and positive weighting factor	17
Explanation, semantics, and ontology	16
ISO/IEC 25012-based methodology for managing data quality requirements in the development of information systems: Towards Data Quality by Design	15
A conceptual model supporting decision-making for test automation in Agile-based Software Development	15
Decisive skyline queries for truly balancing multiple criteria	15
Enhancing item-based collaborative filtering by users’ similarities injection and low-quality data handling	15
BT-CKBQA: An efficient approach for Chinese knowledge base question answering	15
LEAPME: Learning-based Property Matching with Embeddings	15
Enhancing classification capacity of CNN models with deep feature selection and fusion: A case study on maize seed classification	14
An enhanced attentive implicit relation embedding for social recommendation	14
A survey of processing methods for different types of concept drift	14
Ontology-based semantic retrieval of documents using Word2vec model	14
VarClaMM: A reference meta-model to understand DNA variant classification	13
Legal powers, subjections, disabilities, and immunities: Ontological analysis and modeling patterns	13
Editorial Board	13
A core ontology on the Human–Computer Interaction phenomenon	13
An assessment taxonomy for self-adaptation business process solutions	13
Optimized deep learning-based prediction model for chiller performance prediction	12
Knowledge graph-based image classification	12
Corrigendum to “An efficient integer coding index algorithm for multi-scale time information management” [Data Knowl. Eng. 119 (2019) 123–138]	12
Derived multi-objective function for latency sensitive-based cloud object storage system using hybrid heuristic algorithm	12
Process model forecasting and change exploration using time series analysis of event sequence data	12
In Memoriam — Professor Aditya Ghose	12
Privacy-preserving cross-network service recommendation via federated learning of unified user representations	12
Neurofuzzy semantic similarity measurement	12
Domain knowledge in artificial intelligence: Using conceptual modeling to increase machine learning accuracy and explainability	11
Bounding box representation of co-location instances for Chebyshev and Manhattan metrics	11
Location-privacy preserving partial nearby friends querying in urban areas	11
Editorial Board	11
A hierarchical graph-based model for mobility data representation and analysis	11
A constructive deep convolutional network model for analyzing video-to-image sequences	11
Combining Specialized Word Embeddings and Subword Semantic Features for Lexical Entailment Recognition	10
Semantic requirements construction using ontologies and boilerplates	10
Ethical reasoning methods for ICT: What they are and when to use them	10
A knowledge-sharing platform for space resources	10

HiBenchLLM: Historical Inquiry Benchmarking for Large Language Models	10
An optimization enabled Hierarchical Attention -Deep LSTM model for sentiment analysis on cloth products from customer rating	10
Large language models: Expectations for semantics-driven systems engineering	10
Modelling process durations with gamma mixtures for right-censored data: Applications in customer clustering, pattern recognition, drift detection, and rationalisation	10
Fuzzy-Ontology based knowledge driven disease risk level prediction with optimization assisted ensemble classifier	9
TEDA-driven adaptive stream clustering for concept drift detection	9
A methodology for the systematic design of storytelling dashboards applied to Industry 4.0	9
Rule-guided process discovery	9
An explainable machine learning approach for automated medical decision support of heart disease	9
SkiQL: A unified schema query language	9
RINX: A system for information and knowledge extraction from resumes	9
Automatic query expansion for enhancing document retrieval system in healthcare application using GAN based embedding and hyper-tuned DAEBERT algorithm	9
Augmenting post-hoc explanations for predictive process monitoring with uncertainty quantification via conformalized Monte Carlo dropout	9
Analyzing fuzzy semantics of reviews for multi-criteria recommendations	9
Mixed emotion extraction analysis and visualisation of social media text	9
Change pattern relationships in event logs	9
Multi-feature classification for fake news detection using multiscale and atrous convolution-based adaptive temporal convolution network	9