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A semantically annotated JSON metadata structure for open linked cultural data in Neo4j

Published: 28 November 2019 Publication History

Abstract

Digital culture is a mainstay of the emerging 6V era as both the digitization of existing cultural data and the creation of original native digital cultural content directly lead to the generation of large data volumes which may well be bursty, unstructured or semi-structured, and inherently multimodal. One way to address the increased complexity associated with 6V data is to create metadata structures which succinctly summarize a segment of the underlying cultural data, add semantic information, and serve as indexing and clustering points. This conference paper proposes a JSON description for cultural items which is tailored to the needs of the digital culture domain, generic enough to summarize the vast majority of cultural items, and flexible enough to be extended should the need arise. Moreover, it supports by construction multilevel clustering, semantic annotations, and links to and from relevant cultural items. As a concrete example, the proposed description has been imported to an instance of a Neo4j graph database. The latter takes full advantage of the capabilities offered by the proposed JSON metadata structure, especially the dynamic directed linking between similar cultural items. The abovementioned Neo4j is populated with cultural items from the Ionian Islands, a Greek region with rich cultural tradition.

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  • (2023)Higher Order Probabilistic Analysis of Network Trajectories of Intelligent Agents in Thespian2023 8th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM)10.1109/SEEDA-CECNSM61561.2023.10470503(1-7)Online publication date: 10-Nov-2023
  • (2022)SAF: A Peer to Peer IoT LoRa System for Smart Supply Chain in AgricultureArtificial Intelligence Applications and Innovations10.1007/978-3-031-08337-2_4(41-50)Online publication date: 10-Jun-2022
  • (2020)Metadata-enriched Discovery Of Aspect Similarities Between Cultural Objects2020 15th International Workshop on Semantic and Social Media Adaptation and Personalization (SMA10.1109/SMAP49528.2020.9248447(1-6)Online publication date: 29-Oct-2020
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cover image ACM Other conferences
PCI '19: Proceedings of the 23rd Pan-Hellenic Conference on Informatics
November 2019
165 pages
ISBN:9781450372923
DOI:10.1145/3368640
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 28 November 2019

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Author Tags

  1. JSON
  2. Neo4j
  3. cultural items
  4. cultural metadata
  5. digital culture
  6. higher order analytics
  7. interoperability requirements
  8. linked open data
  9. metadata structures
  10. multilevel clustering
  11. similarity metrics

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PCI '19
PCI '19: 23rd Pan-Hellenic Conference on Informatics
November 28 - 30, 2019
Nicosia, Cyprus

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PCI '19 Paper Acceptance Rate 18 of 35 submissions, 51%;
Overall Acceptance Rate 190 of 390 submissions, 49%

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Cited By

View all
  • (2023)Higher Order Probabilistic Analysis of Network Trajectories of Intelligent Agents in Thespian2023 8th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM)10.1109/SEEDA-CECNSM61561.2023.10470503(1-7)Online publication date: 10-Nov-2023
  • (2022)SAF: A Peer to Peer IoT LoRa System for Smart Supply Chain in AgricultureArtificial Intelligence Applications and Innovations10.1007/978-3-031-08337-2_4(41-50)Online publication date: 10-Jun-2022
  • (2020)Metadata-enriched Discovery Of Aspect Similarities Between Cultural Objects2020 15th International Workshop on Semantic and Social Media Adaptation and Personalization (SMA10.1109/SMAP49528.2020.9248447(1-6)Online publication date: 29-Oct-2020
  • (2020)Recent Advances On Ontology Similarity Metrics: A Survey2020 5th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM)10.1109/SEEDA-CECNSM49515.2020.9221837(1-7)Online publication date: Sep-2020

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