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- surveyJuly 2023
Combining Machine Learning and Semantic Web: A Systematic Mapping Study
- Anna Breit,
- Laura Waltersdorfer,
- Fajar J. Ekaputra,
- Marta Sabou,
- Andreas Ekelhart,
- Andreea Iana,
- Heiko Paulheim,
- Jan Portisch,
- Artem Revenko,
- Annette Ten Teije,
- Frank Van Harmelen
ACM Computing Surveys (CSUR), Volume 55, Issue 14sArticle No.: 313, Pages 1–41https://doi.org/10.1145/3586163In line with the general trend in artificial intelligence research to create intelligent systems that combine learning and symbolic components, a new sub-area has emerged that focuses on combining Machine Learning components with techniques developed by ...
- surveySeptember 2020
A Survey of Ontologies for Simultaneous Localization and Mapping in Mobile Robots
ACM Computing Surveys (CSUR), Volume 53, Issue 5Article No.: 103, Pages 1–26https://doi.org/10.1145/3408316Autonomous robots are playing important roles in academic, technological, and scientific activities. Thus, their behavior is getting more complex, particularly, in tasks related to mapping an environment and localizing themselves. These tasks comprise ...
- surveySeptember 2019
Large-scale Semantic Integration of Linked Data: A Survey
ACM Computing Surveys (CSUR), Volume 52, Issue 5Article No.: 103, Pages 1–40https://doi.org/10.1145/3345551A large number of published datasets (or sources) that follow Linked Data principles is currently available and this number grows rapidly. However, the major target of Linked Data, i.e., linking and integration, is not easy to achieve. In general, ...
- surveySeptember 2019
Evaluating Domain Ontologies: Clarification, Classification, and Challenges
ACM Computing Surveys (CSUR), Volume 52, Issue 4Article No.: 70, Pages 1–44https://doi.org/10.1145/3329124The number of applications being developed that require access to knowledge about the real world has increased rapidly over the past two decades. Domain ontologies, which formalize the terms being used in a discipline, have become essential for research ...