Social tags for resource discovery : a comparison between machine learning and user-centric approaches

Social tags for resource discovery : a comparison between machine learning and user-centric approaches

The objective of this paper is to investigate the effectiveness of tags in facilitating resource discovery through machine learning and user-centric approaches. Drawing our dataset from a popular social tagging system, Delicious, we conducted six text categorization experiments using the top 100 fre...

Full description

Bibliographic Details
Main Authors:	Khasfariyati Razikin, Goh, Dion Hoe-Lian, Chua, Alton Yeow Kuan, Lee, Chei Sian
Other Authors:	Wee Kim Wee School of Communication and Information
Format:	Journal Article
Language:	English
Published:	2012
Subjects:	DRNTU::Library and information science
Online Access:	https://hdl.handle.net/10356/94238 http://hdl.handle.net/10220/8389

Similar Items

Weighing the usefulness of social tags for content discovery
by: Khasfariyati Razikin, et al.
Published: (2012)

Resource discovery through social tagging : a classification and content analytic approach
by: Goh, Dion Hoe-Lian, et al.
Published: (2012)

Can social tags help you find what you want?
by: Khasfariyati Razikin, et al.
Published: (2011)

SPLASH : blending gaming and content sharing in a location-based mobile application
by: Razikin, Khasfariyati, et al.
Published: (2012)

Investigating user perceptions of engagement and information quality in mobile human computation games
by: Goh, Dion Hoe-Lian, et al.
Published: (2013)

Perceptions of mobile human computation games : a study of engagement and information quality
by: Chua, Alton Yeow Kuan, et al.
Published: (2013)

Comparative evaluation of interfaces for presenting location-based information on mobile devices
by: Goh, Dion Hoe-Lian, et al.
Published: (2012)

Influence of playability and usability in a mobile human computation game
by: Kothandapani, Somasundaram, et al.
Published: (2013)

What makes a high-quality user-generated answer?
by: Chua, Alton Yeow Kuan, et al.
Published: (2013)

Mobile tagging and accessibility information sharing using a geospatial digital library
by: Fiftarina Puspitasari, et al.
Published: (2009)

PADLs : supporting digital scholarship in digital libraries
by: Goh, Dion Hoe-Lian
Published: (2009)

A work environment for a digital library of historical resources
by: Goh, Dion Hoe-Lian, et al.
Published: (2009)

Developing a digital library of reusable historical artifacts
by: Goh, Dion Hoe-Lian, et al.
Published: (2010)

Patron-augmented digital Libraries
by: Leggett, John, et al.
Published: (2010)

Tweeting the friendly skies: Investigating information exchange among Twitter users about airlines
by: Sreenivasan, Nirupama Dharmavaram, et al.
Published: (2013)

Resource annotation framework in a georeferenced and geospatial digital library
by: Lim, Ee Peng, et al.
Published: (2009)

Debunking rumors on social media : the use of denials
by: Pal, Anjan, et al.
Published: (2021)

Salient beliefs about sharing rumor denials on the Internet
by: Pal, Anjan, et al.
Published: (2019)

Derivation of interface features for user-centric information retrieval systems.
by: Lee, Shu Shing.
Published: (2010)

Intergenerational partnerships in the design of a digital library of geography examination resources
by: Theng, Yin-Leng, et al.
Published: (2009)

The National Archives of Singapore reference enquiry database
by: Goh, Dion Hoe-Lian, et al.
Published: (2009)

Understanding user perceptions on usefulness and usability of an integrated Wiki-G-portal
by: Li, Yuanyuan, et al.
Published: (2009)

Reference services in a digital library of historical artifacts
by: Chan, Roy, et al.
Published: (2009)

Collaborative query previews in digital libraries
by: Fu, Lin, et al.
Published: (2011)

Predictors of high-quality answers
by: Blooma, Mohan John, et al.
Published: (2013)

Web 2.0 applications in government web sites : prevalence, use and correlations with perceived web site quality
by: Chua, Alton Yeow Kuan, et al.
Published: (2013)

A study of manipulative and authentic negative reviews
by: Chua, Alton Yeow Kuan, et al.
Published: (2014)

In search of query patterns : a case study of a university OPAC
by: Lau, Eng Pwey, et al.
Published: (2010)

Creativity in digital libraries and information retrieval environments
by: Theng, Yin-Leng, et al.
Published: (2009)

PAPER for an educational digital library
by: Theng, Yin-Leng, et al.
Published: (2009)

Subjective relevance : implications on digital libraries for experts and novices
by: Foo, Schubert, et al.
Published: (2009)

Measuring the effectiveness of answers in Yahoo! Answers
by: Chua, Alton Yeow Kuan, et al.
Published: (2015)

Using supervised learning to classify authentic and fake online reviews
by: Banerjee, Snehasish, et al.
Published: (2015)

GeogDL : a Web-based approach to geography examination revision
by: Theng, Yin-Leng, et al.
Published: (2010)

On organizing and accessing geospatial and georeferenced web resources using the G-portal system
by: Theng, Yin-Leng, et al.
Published: (2010)

Sharing in social news websites: examining the influence of news attributes and news sharers
by: Ma, Long, et al.
Published: (2013)

“I played games as there was nothing else to do”: Understanding motivations for using mobile content sharing games
by: Goh, Dion Hoe-Lian, et al.
Published: (2013)

Finding trafficked children through crowdsourcing
by: Goh, Dion Hoe-Lian, et al.
Published: (2021)

Leader, socializer or specialist? Distinguishing responders with the cues of questions
by: Wu, Qian, et al.
Published: (2023)

An interactive learning environment for a dynamic educational digital library
by: Theng, Yin-Leng, et al.
Published: (2010)