Reshaping Reality: Creating Multi-Model Data and Queries from Real-World Inputs

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F25%3A10492342" target="_blank" >RIV/00216208:11320/25:10492342 - isvavai.cz</a>

Result on the web

<a href="http://dx.doi.org/10.5220/0013395300003928" target="_blank" >http://dx.doi.org/10.5220/0013395300003928</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.5220/0013395300003928" target="_blank" >10.5220/0013395300003928</a>

Result language

angličtina

Original language name

Reshaping Reality: Creating Multi-Model Data and Queries from Real-World Inputs

Original language description

This paper proposes a solution that enables creation of multi-model data from virtually any given single-model dataset. We introduce a framework that enables automatic inference of the schema of input data, its user-defined modification and mapping to multiple models, and the data generation reflecting the changes. Using the well-known Yelp dataset, we show its advantages and usability in three scenarios reflecting reality.

Czech name

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Czech description

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Type

D - Article in proceedings

CEP classification

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OECD FORD branch

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project

<a href="/en/project/GA23-07781S" target="_blank" >GA23-07781S: Self-Adapting Management of Multi-Model Databases</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2025

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

Proceedings of the 20th International Conference on Evaluation of Novel Approaches to Software Engineering

ISBN

978-989-758-742-9

ISSN

2184-4895

e-ISSN

—

Number of pages

10

Pages from-to

174-184

Publisher name

SCITEPRESS

Place of publication

Porto, Portugal

Event location

Porto, Portugal

Event date

Apr 4, 2025

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

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