Please use this identifier to cite or link to this item:
https://www.um.edu.mt/library/oar/handle/123456789/22782
Full metadata record
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Staff, Chris | - |
dc.contributor.author | Abela, Charlie | - |
dc.date.accessioned | 2017-10-17T13:31:38Z | - |
dc.date.available | 2017-10-17T13:31:38Z | - |
dc.date.issued | 2007 | - |
dc.identifier.citation | Abela, C., & Staff, C. (2007). Comparing title only and full text indexing to classify web pages into bookmark categories. 5th Computer Science Annual Workshop (CSAW’07), Msida. 248-258. | en_GB |
dc.identifier.uri | https://www.um.edu.mt/library/oar//handle/123456789/22782 | - |
dc.description.abstract | Web browser bookmark files are used to retain and organise records of web sites that the user would like to revisit. However, bookmark files tend to be under-utilised, as time and effort is needed to keep them organised. We use two methods to index and automatically classify documents referred to in 80 bookmark files, based on document title-only and full-text indexing, respectively. We evaluate the indexing methods by selecting a bookmark entry to classify from a bookmark file, and recreating the bookmark file so that it contains only entries created before the selected bookmark entry. Classification based on full-text indexing generally outperforms that based on document title only indexing. The ability to recommend the correct category at rank 1 using full-text indexing ranges from 20% to 41%, depending on the number of category members. However, combining the approaches results in a increase to 37% — 59%, but we would need to recommend up to two categories to users. By recommending up to 10 categories, this increases to 58% — 80%. | en_GB |
dc.language.iso | en | en_GB |
dc.publisher | University of Malta. Faculty of ICT | en_GB |
dc.rights | info:eu-repo/semantics/openAccess | en_GB |
dc.subject | Browsers (Computer programs) | en_GB |
dc.subject | Web browsing | en_GB |
dc.subject | File organization (Computer science) | en_GB |
dc.subject | Bookmarks | en_GB |
dc.title | Comparing title only and full text indexing to classify web pages into bookmark categories | en_GB |
dc.type | conferenceObject | en_GB |
dc.rights.holder | The copyright of this work belongs to the author(s)/publisher. The rights of this work are as defined by the appropriate Copyright Legislation or as modified by any successive legislation. Users may access this work and can make use of the information contained in accordance with the Copyright Legislation provided that the author must be properly acknowledged. Further distribution or reproduction in any format is prohibited without the prior permission of the copyright holder. | en_GB |
dc.bibliographicCitation.conferencename | 5th Computer Science Annual Workshop (CSAW’07) | en_GB |
dc.bibliographicCitation.conferenceplace | Msida, Malta, 5-6/11/2007 | en_GB |
dc.description.reviewed | peer-reviewed | en_GB |
Appears in Collections: | Scholarly Works - FacICTAI Scholarly Works - FacICTCS |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
Proceedings of CSAW’07 - A24.pdf | 231.96 kB | Adobe PDF | View/Open |
Items in OAR@UM are protected by copyright, with all rights reserved, unless otherwise indicated.