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tholzheim edited this page Apr 14, 2023 · 29 revisions

Introduction Knowledge Graph Lab SS 2023

CEUR-WS

ConfIDent Project

Conference Corpus

Tasks

Task Colocation

Academic workshops are often colocated with a conference but this information is not systematically and semantically available. For trend detection, recommendation and exploring conferences and their workshops it is necessary that this relation is semantified and queryable. Thus, knowing (and querying) all workshops of a conference is important but currently only available for a handful of workshop and conference pairs (see WDQS Query).

Task Event Series Completion

Research Questions

  • How often can the algorithm be successfully applied?
  • Which obstacles have to be overcome to increase the success rate?
  • How can the success rate be improved by overcoming obstacles?

Technology Stack

  • Open Source projects with proper documentation, testing and CI

  • Python

  • SPARQL backend, justpy/nicegui/fastapi frontend

  • Caching with JSON, RDF Dumps, Sqlite or similar

  • existing libraries available e.g. for crawling (see e.g. Wiki-CFP crawler for ConferenceCorpus)

Workshop and Conference Relation Example

workshop_and_conference_relation

ℹ️ workshops of a series are not necessarily colocated with the same conference series, the conference might change/alternate.

Research Questions:

  • Does a workshop change its conference? (how often is it the case)
  • Is it related to the quality of the workshop?

Previous KGL Project Solutions