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 2022-05-01 to 2026-05-01.)

Article	Citations
Editorial	146
On efficient top-k transaction path query processing in blockchain database	87
Convolutional neural network-based high-precision and speed detection system on CIDDS-001	67
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	54
A graph theoretic approach to assess quality of data for classification task	54
ROSI: A hybrid solution for omni-channel feature integration in E-commerce	44
Unraveling the foundations and the evolution of conceptual modeling—Intellectual structure, current themes, and trajectories	41
Providing healthcare shopping advice through knowledge-based virtual agents	41
Blockchain-based ontology driven reference framework for security risk management	39
The power and potentials of Flexible Query Answering Systems: A critical and comprehensive analysis	37
Editorial Board	36
Static and dynamic techniques for iterative test-driven modelling of Dynamic Condition Response Graphs	35
How to build data-driven Strategy Maps? A methodological framework proposition	33
From base data to knowledge discovery – A life cycle approach – Using multilayer networks	31
PROADAPT: Proactive framework for adaptive partitioning for big data warehouses	30
Generating multiple conceptual models from behavior-driven development scenarios	29
A diagonal-tagging-based cross-modal extraction strategy for knowledge graph construction	28
Editorial Board	27
Reasoning on responsibilities for optimal process alignment computation	27
SimBio: Adopting Particle Swarm Optimization for ontology-based biomedical term similarity assessment	26
A transformer-based neural network framework for full names prediction with abbreviations and contexts	25
Symmetric non negative matrices factorization applied to the detection of communities in graphs and forensic image analysis	24
Editorial Board	24
Enhancing the convolution-based knowledge graph embeddings by increasing dimension-wise interactions	24
Human vs. Automated data annotation: Labeling the data set for an ML-driven support ticket classifier	24

S	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
An integrated requirements framework for analytical and AI projects	22
A new sentence embedding framework for the education and professional training domain with application to hierarchical multi-label text classification	21
Fusion learning of preference and bias from ratings and reviews for item recommendation	21
Evaluating quality of ontology-driven conceptual models abstractions	21
AStar: A modeling language for document-oriented geospatial data warehouses	19
Decisive skyline queries for truly balancing multiple criteria	19
Editorial Board	19
Big Data Analytics and Knowledge Discovery	19
Towards automatic Privacy-Preserving Record Linkage: A Transfer Learning based classification step	19
Capturing and Analysing Employee Behaviour: An Honest Day’s Work Record	19
Corrigendum to “Mining Closed High Utility Itemsets based on Propositional Satisfiability” [Data Knowl. Eng. 136C (2021) 101927]	19
A feature selection method based on term frequency difference and positive weighting factor	18
Elevating human-machine collaboration in NLP for enhanced content creation and decision support	18
Explanation, semantics, and ontology	17
ISO/IEC 25012-based methodology for managing data quality requirements in the development of information systems: Towards Data Quality by Design	17
Ontologically correct taxonomies by construction	17
How well can a large language model explain business processes as perceived by users?	17
Legal powers, subjections, disabilities, and immunities: Ontological analysis and modeling patterns	16
A survey of processing methods for different types of concept drift	16
Enhancing item-based collaborative filtering by users’ similarities injection and low-quality data handling	15
An enhanced attentive implicit relation embedding for social recommendation	15
BT-CKBQA: An efficient approach for Chinese knowledge base question answering	15
CCASL: Counterexamples to comparative analysis of scientific literature — Application to polymers	15
VarClaMM: A reference meta-model to understand DNA variant classification	14
Enhancing classification capacity of CNN models with deep feature selection and fusion: A case study on maize seed classification	14
A conceptual model supporting decision-making for test automation in Agile-based Software Development	14
Ontology-based semantic retrieval of documents using Word2vec model	14
In Memoriam — Professor Aditya Ghose	13
Knowledge graph-based image classification	13
Privacy-preserving cross-network service recommendation via federated learning of unified user representations	13
Process model forecasting and change exploration using time series analysis of event sequence data	13
Editorial Preface for “Selected Papers from the 18th International Conference on Research Challenges in Information Science (RCIS 2024)”	13
Editorial Board	13
An assessment taxonomy for self-adaptation business process solutions	13
Neurofuzzy semantic similarity measurement	13
Corrigendum to “An efficient integer coding index algorithm for multi-scale time information management” [Data Knowl. Eng. 119 (2019) 123–138]	13
Optimized deep learning-based prediction model for chiller performance prediction	12
Bounding box representation of co-location instances for Chebyshev and Manhattan metrics	12
Large language models: Expectations for semantics-driven systems engineering	12
A constructive deep convolutional network model for analyzing video-to-image sequences	12
Location-privacy preserving partial nearby friends querying in urban areas	12
Combining Specialized Word Embeddings and Subword Semantic Features for Lexical Entailment Recognition	12
Editorial Board	12
An optimization enabled Hierarchical Attention -Deep LSTM model for sentiment analysis on cloth products from customer rating	11
A knowledge-sharing platform for space resources	11
A hierarchical graph-based model for mobility data representation and analysis	11
Derived multi-objective function for latency sensitive-based cloud object storage system using hybrid heuristic algorithm	11

A BERT model and momentum contrastive learning based sequential recommendation method and its implementation	11
Domain knowledge in artificial intelligence: Using conceptual modeling to increase machine learning accuracy and explainability	11
An explainable machine learning approach for automated medical decision support of heart disease	10
SkiQL: A unified schema query language	10
Analyzing fuzzy semantics of reviews for multi-criteria recommendations	10
Ethical reasoning methods for ICT: What they are and when to use them	10
Modelling process durations with gamma mixtures for right-censored data: Applications in customer clustering, pattern recognition, drift detection, and rationalisation	10
Rule-guided process discovery	10
Semantic requirements construction using ontologies and boilerplates	10
Fuzzy-Ontology based knowledge driven disease risk level prediction with optimization assisted ensemble classifier	10
RINX: A system for information and knowledge extraction from resumes	10
SSQTKG: A	9
Augmenting post-hoc explanations for predictive process monitoring with uncertainty quantification via conformalized Monte Carlo dropout	9
Mixed emotion extraction analysis and visualisation of social media text	9
A framework for approximate product search using faceted navigation and user preference ranking	9
TEDA-driven adaptive stream clustering for concept drift detection	9
Multi-feature classification for fake news detection using multiscale and atrous convolution-based adaptive temporal convolution network	9
Ensemble model with combined feature set for Big data classification in IoT scenario	9
A methodology for the systematic design of storytelling dashboards applied to Industry 4.0	9
Automatic query expansion for enhancing document retrieval system in healthcare application using GAN based embedding and hyper-tuned DAEBERT algorithm	9
HiBenchLLM: Historical Inquiry Benchmarking for Large Language Models	9
Insights into commonalities of a sample: A visualization framework to explore unusual subset-dataset relationships	9