| 000 | 04807nam a22006855i 4500 | ||
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| 001 | 978-3-319-49493-7 | ||
| 003 | DE-He213 | ||
| 005 | 20240423124947.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 170225s2017 sz | s |||| 0|eng d | ||
| 020 |
_a9783319494937 _9978-3-319-49493-7 |
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| 024 | 7 |
_a10.1007/978-3-319-49493-7 _2doi |
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| 050 | 4 | _aQA76.9.D3 | |
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_aReasoning Web: Logical Foundation of Knowledge Graph Construction and Query Answering _h[electronic resource] : _b12th International Summer School 2016, Aberdeen, UK, September 5-9, 2016, Tutorial Lectures / _cedited by Jeff Z. Pan, Diego Calvanese, Thomas Eiter, Ian Horrocks, Michael Kifer, Fangzhen Lin, Yuting Zhao. |
| 250 | _a1st ed. 2017. | ||
| 264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2017. |
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| 300 |
_aXIV, 259 p. 37 illus. _bonline resource. |
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| 336 |
_atext _btxt _2rdacontent |
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| 337 |
_acomputer _bc _2rdamedia |
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| 338 |
_aonline resource _bcr _2rdacarrier |
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| 347 |
_atext file _bPDF _2rda |
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| 490 | 1 |
_aInformation Systems and Applications, incl. Internet/Web, and HCI, _x2946-1642 ; _v9885 |
|
| 505 | 0 | _aUnderstanding Author Intentions: Test Driven Knowledge Graph Construction -- Inseparability and Conservative Extensions of Description Logic Ontologies: A Survey -- Navigational and Rule-Based Languages for Graph Databases -- LOD Lab: Scalable Linked Data Processing -- Inconsistency-Tolerant Querying of Description Logic Knowledge Bases -- From Fuzzy to Annotated Semantic Web Languages -- Applying Machine Reasoning and Learning in Real World Applications. | |
| 520 | _aThis volume contains some lecture notes of the 12th Reasoning Web Summer School (RW 2016), held in Aberdeen, UK, in September 2016. In 2016, the theme of the school was “Logical Foundation of Knowledge Graph Construction and Query Answering”. The notion of knowledge graph has become popular since Google started to use it to improve its search engine in 2012. Inspired by the success of Google, knowledge graphs are gaining momentum in the World Wide Web arena. Recent years have witnessed increasing industrial take-ups by other Internet giants, including Facebook's Open Graph and Microsoft's Satori. The aim of the lecture note is to provide a logical foundation for constructing and querying knowledge graphs. Our journey starts from the introduction of Knowledge Graph as well as its history, and the construction of knowledge graphs by considering both explicit and implicit author intentions. The book will then cover various topics, including how to revise and reuseontologies (schema of knowledge graphs) in a safe way, how to combine navigational queries with basic pattern matching queries for knowledge graph, how to setup a environment to do experiments on knowledge graphs, how to deal with inconsistencies and fuzziness in ontologies and knowledge graphs, and how to combine machine learning and machine reasoning for knowledge graphs. | ||
| 650 | 0 | _aDatabase management. | |
| 650 | 0 | _aArtificial intelligence. | |
| 650 | 0 | _aMachine theory. | |
| 650 | 0 | _aInformation storage and retrieval systems. | |
| 650 | 0 |
_aInformation technology _xManagement. |
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| 650 | 0 | _aData mining. | |
| 650 | 1 | 4 | _aDatabase Management. |
| 650 | 2 | 4 | _aArtificial Intelligence. |
| 650 | 2 | 4 | _aFormal Languages and Automata Theory. |
| 650 | 2 | 4 | _aInformation Storage and Retrieval. |
| 650 | 2 | 4 | _aComputer Application in Administrative Data Processing. |
| 650 | 2 | 4 | _aData Mining and Knowledge Discovery. |
| 700 | 1 |
_aPan, Jeff Z. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
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| 700 | 1 |
_aCalvanese, Diego. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
| 700 | 1 |
_aEiter, Thomas. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
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| 700 | 1 |
_aHorrocks, Ian. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
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| 700 | 1 |
_aKifer, Michael. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
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| 700 | 1 |
_aLin, Fangzhen. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
| 700 | 1 |
_aZhao, Yuting. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
| 710 | 2 | _aSpringerLink (Online service) | |
| 773 | 0 | _tSpringer Nature eBook | |
| 776 | 0 | 8 |
_iPrinted edition: _z9783319494920 |
| 776 | 0 | 8 |
_iPrinted edition: _z9783319494944 |
| 830 | 0 |
_aInformation Systems and Applications, incl. Internet/Web, and HCI, _x2946-1642 ; _v9885 |
|
| 856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-319-49493-7 |
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| 942 | _cSPRINGER | ||
| 999 |
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