Data Exploration Using Example-Based Methods

Lissandrini, Matteo; Mottin, Davide; Palpanas, Themis; Velegrakis, Yannis

doi:10.1007/978-3-031-01866-4

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Kg Exploratory Search1

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2019

2023

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Cited by 4 publications

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“…Another approach found in the literature involves interactive graph query expansion over KGs [61]. Sample query results are used as input to generate the top k-most relevant expansions.…”

Section: Kg Exploratory Searchmentioning

confidence: 99%

Context Augmented Knowledge Graphs for Decision-Making Scenarios

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“…Another approach found in the literature involves interactive graph query expansion over KGs [61]. Sample query results are used as input to generate the top k-most relevant expansions.…”

Section: Kg Exploratory Searchmentioning

confidence: 99%

Context Augmented Knowledge Graphs for Decision-Making Scenarios

DOS SANTOS

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Knowledge Engineering in the Era of Artificial Intelligence

Hose

2023

Advances in Databases and Information Systems

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Technical Perspective

Jagadish

2019

SIGMOD Rec.

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We all structure information in our brains: without structure, we would not be able to deal with the huge quantities of highly heterogenous information we process. However, each of us structures this information slightly differently, often leading to misunderstandings or requiring additional rounds of dialog to clarify. Database schema are also designed by humans. The structure imposed on the information by the schema reflects the human designers' perspective on the world, even if mediated through formal design techniques or computer software. Therefore, the structured data querying task can be viewed as having a schema mapping problem at its core: mapping between the "schema" the human has in her brain and the schema used to organize the database.

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Data Exploration Using Example-Based Methods

Cited by 4 publications

References 157 publications

Context Augmented Knowledge Graphs for Decision-Making Scenarios

Context Augmented Knowledge Graphs for Decision-Making Scenarios

Knowledge Engineering in the Era of Artificial Intelligence

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