Semantic AI in knowledge graphs:
"Recent combinations of Semantic Technology and Artificial Intelligence presents new techniques to build intelligent systems that identify more precise results. Semantic AI in Knowledge Graphs locates itself at the forefront of this novel development, uncovering the role of machine learning to...
Gespeichert in:
| Weitere beteiligte Personen: | , , , , |
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| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Boca Raton, FL
CRC Press
2024
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| Schlagwörter: | |
| Links: | https://learning.oreilly.com/library/view/-/9781000911220/?ar |
| Zusammenfassung: | "Recent combinations of Semantic Technology and Artificial Intelligence presents new techniques to build intelligent systems that identify more precise results. Semantic AI in Knowledge Graphs locates itself at the forefront of this novel development, uncovering the role of machine learning to extend the knowledge graphs by graph mapping or corpus-based ontology learning. Securing efficient results via the combination of symbolic AI and statistical AI such as entity extraction based on machine learning, text mining methods, semantic knowledge graphs, and related reasoning power, this book is the first of its kind to explore Semantic AI and Knowledge Graphs. A range of topics are covered, from: neuro-symbolic AI, explainable AI and deep learning to knowledge discovery and mining, and knowledge representation and reasoning. A trailblazing exploration of semantic AI in knowledge graphs, this book is a significant contribution to both researchers in the field of AI and data mining as well as beginner academicians"-- |
| Beschreibung: | Includes bibliographical references and index. - Description based on online resource; title from digital title page (viewed on November 07, 2023) |
| Umfang: | 1 Online-Ressource (xviii, 198 Seiten) illustrations (chiefly color) |
| ISBN: | 9781003313267 1003313264 1000911225 9781000911183 1000911187 9781000911220 |
Internformat
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| id | ZDB-30-ORH-104367539 |
| illustrated | Illustrated |
| indexdate | 2025-04-10T09:36:38Z |
| institution | BVB |
| isbn | 9781003313267 1003313264 1000911225 9781000911183 1000911187 9781000911220 |
| language | English |
| open_access_boolean | |
| owner | DE-91 DE-BY-TUM |
| owner_facet | DE-91 DE-BY-TUM |
| physical | 1 Online-Ressource (xviii, 198 Seiten) illustrations (chiefly color) |
| psigel | ZDB-30-ORH TUM_PDA_ORH ZDB-30-ORH |
| publishDate | 2024 |
| publishDateSearch | 2024 |
| publishDateSort | 2024 |
| publisher | CRC Press |
| record_format | marc |
| spelling | Semantic AI in knowledge graphs edited by Sanju Tiwari, Fernando Ortiz Rodriguez, Sarra Ben Abbés, Patience Usoro Usip and Rim Hantach Boca Raton, FL CRC Press 2024 ©2024 1 Online-Ressource (xviii, 198 Seiten) illustrations (chiefly color) Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Includes bibliographical references and index. - Description based on online resource; title from digital title page (viewed on November 07, 2023) "Recent combinations of Semantic Technology and Artificial Intelligence presents new techniques to build intelligent systems that identify more precise results. Semantic AI in Knowledge Graphs locates itself at the forefront of this novel development, uncovering the role of machine learning to extend the knowledge graphs by graph mapping or corpus-based ontology learning. Securing efficient results via the combination of symbolic AI and statistical AI such as entity extraction based on machine learning, text mining methods, semantic knowledge graphs, and related reasoning power, this book is the first of its kind to explore Semantic AI and Knowledge Graphs. A range of topics are covered, from: neuro-symbolic AI, explainable AI and deep learning to knowledge discovery and mining, and knowledge representation and reasoning. A trailblazing exploration of semantic AI in knowledge graphs, this book is a significant contribution to both researchers in the field of AI and data mining as well as beginner academicians"-- Information visualization Congresses Semantic computing Congresses Artificial intelligence Congresses Visualisation de l'information ; Congrès Informatique sémantique ; Congrès Intelligence artificielle ; Congrès COMPUTERS / Artificial Intelligence COMPUTERS / Data Modeling & Design COMPUTERS / Computer Science Artificial intelligence Information visualization Semantic computing Conference papers and proceedings Tiwari, Sanju 1979- HerausgeberIn edt Ortiz-Rodriguez, Fernando 1974- HerausgeberIn edt Ben Abbès, Sarra 1985- HerausgeberIn edt Usip, Patience Usoro HerausgeberIn edt Hantach, Rim HerausgeberIn edt 9781032321851 Erscheint auch als Druck-Ausgabe 9781032321851 |
| spellingShingle | Semantic AI in knowledge graphs Information visualization Congresses Semantic computing Congresses Artificial intelligence Congresses Visualisation de l'information ; Congrès Informatique sémantique ; Congrès Intelligence artificielle ; Congrès COMPUTERS / Artificial Intelligence COMPUTERS / Data Modeling & Design COMPUTERS / Computer Science Artificial intelligence Information visualization Semantic computing Conference papers and proceedings |
| title | Semantic AI in knowledge graphs |
| title_auth | Semantic AI in knowledge graphs |
| title_exact_search | Semantic AI in knowledge graphs |
| title_full | Semantic AI in knowledge graphs edited by Sanju Tiwari, Fernando Ortiz Rodriguez, Sarra Ben Abbés, Patience Usoro Usip and Rim Hantach |
| title_fullStr | Semantic AI in knowledge graphs edited by Sanju Tiwari, Fernando Ortiz Rodriguez, Sarra Ben Abbés, Patience Usoro Usip and Rim Hantach |
| title_full_unstemmed | Semantic AI in knowledge graphs edited by Sanju Tiwari, Fernando Ortiz Rodriguez, Sarra Ben Abbés, Patience Usoro Usip and Rim Hantach |
| title_short | Semantic AI in knowledge graphs |
| title_sort | semantic ai in knowledge graphs |
| topic | Information visualization Congresses Semantic computing Congresses Artificial intelligence Congresses Visualisation de l'information ; Congrès Informatique sémantique ; Congrès Intelligence artificielle ; Congrès COMPUTERS / Artificial Intelligence COMPUTERS / Data Modeling & Design COMPUTERS / Computer Science Artificial intelligence Information visualization Semantic computing Conference papers and proceedings |
| topic_facet | Information visualization Congresses Semantic computing Congresses Artificial intelligence Congresses Visualisation de l'information ; Congrès Informatique sémantique ; Congrès Intelligence artificielle ; Congrès COMPUTERS / Artificial Intelligence COMPUTERS / Data Modeling & Design COMPUTERS / Computer Science Artificial intelligence Information visualization Semantic computing Conference papers and proceedings |
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