- 年份:2023 年
- 編號:352
- Topic分類:4
- Topic分數:0.2679812808
- Publish:2023 ACM/IEEE Joint Conference on Digital Libraries (JCDL)
- 作者:Satvik Chekuri; Prashant Chandrasekar; Bipasha Banerjee; Sung Hee Park; Nila Masrourisaadat; Aman Ahuja; William A. Ingram;William A. Ingram;Edward A. Fox
Keywords:Digital Library, Information System, Information Retrieval, Deep Learning, NLP
Abstract:Integrated Digital Library System for Long Documents and their Elements We describe a next-generation integrated Digital LibraryDLsystem that addresses the numerous goals associated with long documents such as Electronic Theses and DissertationsETDsOur extensible workflow-centric design supports a variety of userspe Library AutomationRetrieval and Indexing This abstract describes a next-generation digital library system that considers numerous goals related to long documents such as electronic theses and dissertationsETDsThe system uses natural language processingdeep learninginformation retrievaland software engineering methods to provide a range of servicesincluding various analysesdetectionextractionclassificationsummarizationand topic modeling of ETDsThe systems workflow can connect various services and their APIsproviding access through a user interfaceThe approach aims to provide better access to ETDs and their content for users
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