Develo** a goal-driven data integration framework for effective data analytics

D Liu, VY Yoon - Decision Support Systems, 2024 - Elsevier
Data integration plays a crucial role in business intelligence, aiding decision-makers by
consolidating data from heterogeneous sources to provide deep insights into business …

[HTML][HTML] Optimizing sensor ontology alignment through compact co-firefly algorithm

X Xue, J Chen - Sensors, 2020 - mdpi.com
Semantic Sensor Web (SSW) links the semantic web technique with the sensor network,
which utilizes sensor ontology to describe sensor information. Annotating sensor data with …

A compact brain storm algorithm for matching ontologies

X Xue, J Lu - Ieee Access, 2020 - ieeexplore.ieee.org
An ontology can formally present the domain knowledge by specifying the domain concepts
and their relationships, which is a kernel technique for addressing the data heterogeneity …

Optimizing ontology alignment through linkage learning on entity correspondences

X Xue, C Yang, C Jiang, PW Tsai, G Mao, H Zhu - Complexity, 2021 - Wiley Online Library
Data heterogeneity is the obstacle for the resource sharing on Semantic Web (SW), and
ontology is regarded as a solution to this problem. However, since different ontologies are …

Adaptive load balancing in cluster computing environment

T Singh, S Gupta, Satakshi, M Kumar - The Journal of Supercomputing, 2023 - Springer
Owing to the availability of high computing servers and clusters to process the data, factors
such as data skewness, class imbalance, and scalability in big data cause slow processing …

Spark-based streamlined metablocking

TB Araújo, CES Pires… - 2017 IEEE symposium on …, 2017 - ieeexplore.ieee.org
Blocking techniques are widely applied in Entity Resolution (ER) approaches as
preprocessing step in order to avoid the quadratic cost of the ER task. In this context …

Towards reliable data analyses for smart cities

TB Araújo, C Cappiello, NP Kozievitch… - Proceedings of the 21st …, 2017 - dl.acm.org
As cities are becoming green and smart, public information systems are being revamped to
adopt digital technologies. There are several sources (official or not) that can provide …

Exploitation de l'isomorphisme de graphes et de l'alignement d'ontologies pour enrichir les objets logiciels de connaissances sémantiques: Application aux objets …

A Dahhani - 2023 - theses.hal.science
Cette thèse aborde l'intégration de l'intelligence artificielle dans le monde réel, tout en
respectant le concept de la technologie calme. À cette fin, le «Wise Object Framework» qui …

Parallel blocking for entity resolution in the context of semi-structured data.

TB Araújo - 2020 - dspace.sti.ufcg.edu.br
The Entity Resolution (ER) task emerges as a fundamental step to integrate multiple knowl-
edge bases or identify similarities between data (entities). To avoid the quadratic cost of the …

A Parallel-based Map Matching Approach over Urban Place Records

TB Araújo, CES Pires, DG Mestre… - Simpósio Brasileiro de …, 2019 - sol.sbc.org.br
Resumo In the Smart Cities scenario, to avoid the conflicting geospatial records between
official and non-official sources, it is necessary to detect the inconsistencies regarding the …