Team 2 for End Users

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dc.contributor.authorPaidiparthy, Manoj Prabhakaren
dc.contributor.authorRamanujan, Ramarajaen
dc.contributor.authorTeegalapally, Akshitaen
dc.contributor.authorMuralikrishnan, Madhuvantien
dc.contributor.authorBalar, Romil Khimrajen
dc.contributor.authorJuvekar, Shaunaken
dc.contributor.authorMurali, Viveken
dc.date.accessioned2023-03-10T18:02:01Zen
dc.date.available2023-03-10T18:02:01Zen
dc.date.issued2023-01-11en
dc.description.abstractA huge collection of Electronic Theses and Dissertations (ETDs) has valuable information. However, accessing the information from these documents has proven to be challenging as the process is mostly manual. We propose to build a unique Information Retrieval System that will support searching, ranking, browsing, and recommendations for a large collection of ETDs. The system indexes the digital objects related to the ETD, like documents, chapters, etc. The user can then query the indexed objects through a carefully designed web interface. The web interface provides users with utilities to sort, filter, and query specific fields. We have incorporated machine learning models to support semantic search. To enhance user engagement, we provide the user with a list of recommended documents based on the user's actions and topics of interest. A total of 57,130 documents and 21,537 chapters were indexed. The system was tested by the Fall 2022 CS 5604 class, which had 28 members, and was found to fulfill most of the goals set out at the beginning of the semester.en
dc.description.notesTeam2EndUserReport.zip - Final report (Zip file from Overleaf) Team2EndUserReport.pdf - Final report (PDF version) Team2EndUserPresentation.pptx - Final presentation (PowerPoint version) Team2EndUserPresentation.pdf - Final presentation (PDF version)en
dc.identifier.urihttp://hdl.handle.net/10919/114080en
dc.language.isoen_USen
dc.publisherVirginia Techen
dc.subjectsearchen
dc.subjectrecommendationen
dc.subjectUIen
dc.subjectElasticsearchen
dc.subjectAutoencoderen
dc.subjectReacten
dc.titleTeam 2 for End Usersen
dc.typePresentationen
dc.typeReporten

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CS5604: Information Retrieval