OOIR: Observatory of International Research

Papers

(The TQCC of Data & Knowledge Engineering is 5. 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 2021-02-01 to 2025-02-01.)

Article	Citations
Ontology-driven evolution of software security	60
Metaheuristic enabled intelligent model for stock market prediction via integrating volatility spillover: India and its Asian and European counterparts	29
Applying the CRISP-DM data mining process in the financial services industry: Elicitation of adaptation requirements	27
Integrated identity and access management metamodel and pattern system for secure enterprise architecture	27
Optimal event log sanitization for privacy-preserving process mining	27
Interactive collaborative exploration using incomplete contexts	26
Location-privacy preserving partial nearby friends querying in urban areas	26
Rating scale preferences for accurate recommendations	23
Evaluating Transformers and Linguistic Features integration for Author Profiling tasks in Spanish	22
Discovering and evaluating organizational knowledge from textual data: Application to crisis management	22
Editorial	20
A parameter-free KNN for rating prediction	20
LBP feature and hash function based dual watermarking algorithm for database	19
Editorial Board	19
Editorial Board	19
A constructive deep convolutional network model for analyzing video-to-image sequences	18
HyperBit: A temporal graph store for fast answering queries	17
SQL query extensions for imprecise questions	16
Anomaly detection with correlation laws	16
Bounding box representation of co-location instances for Chebyshev and Manhattan metrics	16
Multilingual Verbalization and Summarization for Explainable Link Discovery	15
A knowledge-sharing platform for space resources	14
Editorial for VSI:NLDB-saarbruecken-2021	14
Hybrid methodology for analysis of structured and unstructured data to support decision-making in public security	14
Time-aware structure matching for temporal knowledge graph alignment	14

Recognition algorithm for cross-texting in text chat conversations	13
On efficient top-k transaction path query processing in blockchain database	13
Mining Keys for Graphs	13
Knowledge extraction using semantic similarity of concepts from Web of Things knowledge bases	12
An artifact ontology for design science research	12
An approach to detect backbones of information diffusers among different communities of a social platform	11
A hierarchical graph-based model for mobility data representation and analysis	11
An ontological analysis of software system anomalies and their associated risks	11
Aligning and linking entity mentions in image, text, and knowledge base	10
Convolutional neural network-based high-precision and speed detection system on CIDDS-001	10
Combining Specialized Word Embeddings and Subword Semantic Features for Lexical Entailment Recognition	10
Trustworthy journalism through AI	10
Hepatitis C virus data analysis and prediction using machine learning	10
CQuAE: A new Contextualized QUestion Answering corpus on Education domain	10
Optimized deep learning-based prediction model for chiller performance prediction	10
A design of movie script generation based on natural language processing by optimized ensemble deep learning with heuristic algorithm	9
Machine learning-based risk prediction model for cardiovascular disease using a hybrid dataset	9
Large language models: Expectations for semantics-driven systems engineering	9
GIRE: Gender-Inclusive Requirements Engineering	9
Big data classification using SpinalNet-Fuzzy-ResNeXt based on spark architecture with data mining approach	9
The impact of psycholinguistic patterns in discriminating between fake news spreaders and fact checkers	9
Editorial Board	9
Data engineering and modeling for artificial intelligence	8
An extended TF-IDF method for improving keyword extraction in traditional corpus-based research: An example of a climate change corpus	8
Providing healthcare shopping advice through knowledge-based virtual agents	8
Hermes, a low-latency transactional storage for binary data streams from remote devices	8
Survey of fake news detection using machine intelligence approach	7
An explainable machine learning approach for automated medical decision support of heart disease	7
Wikipedia searches and the epidemiology of infectious diseases: A systematic review	7
To prompt or not to prompt: Navigating the use of Large Language Models for integrating and modeling heterogeneous data	7
Managerial risk data analytics applications using grey influence analysis (GINA)	7
Automatic schema construction of electrical graph data platform based on multi-source relational data models	7
An effective strategy for churn prediction and customer profiling	7
Analysis and evaluation of document-oriented structures	7
Conceptually-grounded mapping patterns for Virtual Knowledge Graphs	7
Editorial Board	7
RINX: A system for information and knowledge extraction from resumes	6
Mining Closed High Utility Itemsets based on Propositional Satisfiability	6
Semantic requirements construction using ontologies and boilerplates	6
Generating multiple conceptual models from behavior-driven development scenarios	6
Outranking Relations based Multi-criteria Recommender System for Analysis of Health Risk using Multi-objective Feature Selection Approach	6
Analyzing fuzzy semantics of reviews for multi-criteria recommendations	6
A framework for investigating the dynamics of user and community sentiments in a social platform	6
Meta-heuristic Searched-Ensemble Learning for fake news detection with optimal weighted feature selection approach	6
Blockchain-based ontology driven reference framework for security risk management	6
PROADAPT: Proactive framework for adaptive partitioning for big data warehouses	6
PoliViews: A comprehensive and modular approach to the conceptual modeling of genomic data	6
A novel hybrid approach for text encoding: Cognitive Attention To Syntax model to detect online misinformation	5
Mixed emotion extraction analysis and visualisation of social media text	5
From base data to knowledge discovery – A life cycle approach – Using multilayer networks	5

Integrated detection and localization of concept drifts in process mining with batch and stream trace clustering support	5
SkiQL: A unified schema query language	5
Editorial Board	5
Editorial Board	5
The power and potentials of Flexible Query Answering Systems: A critical and comprehensive analysis	5
CALEB: A Conditional Adversarial Learning Framework to enhance bot detection	5
How to build data-driven Strategy Maps? A methodological framework proposition	5
Reasoning on company takeovers: From tactic to strategy	5