@inproceedings{HaHe06, abstract = {Tagging-based systems enable users to categorize web resources by means of tags (freely chosen keywords), in order to re-finding these resources later. Tagging is implicitly also a social indexing process, since users share their tags and resources, constructing a social tag index, so-called folksonomy. At the same time of tagging-based system, has been popularised an interface model for visual information retrieval known as Tag-Cloud. In this model, the most frequently used tags are displayed in alphabetical order. This paper presents a novel approach to Tag-Cloud�s tags selection, and proposes the use of clustering algorithms for visual layout, with the aim of improve browsing experience. The results suggest that presented approach reduces the semantic density of tag set, and improves the visual consistency of Tag-Cloud layout.}, author = {Hassan-Montero, Y. and Herrero-Solana, V.}, booktitle = {InScit2006: International Conference on Multidisciplinary Information Sciences and Technologies}, file = {HaHe06.pdf:folksonomies\\HaHe06.pdf:PDF}, interhash = {4458142370e3c6a4fe656af2f822a0dc}, intrahash = {06f68f9fe46dc6d0f646d932e428dec9}, misc = {comment = {proposes using k-clustering and some sort of semantic sorting to refactor tag cloud layout to improve browsing. Not clear on how they actually do it.}, priority = {0}, citeulike-article-id = {2045619}}, owner = {michael}, timestamp = {2008.01.14}, title = {Improving Tag-Clouds as Visual Information Retrieval Interfaces}, url = {http://nosolousabilidad.com/hassan/improving_tagclouds.pdf}, year = 2006 } @inproceedings{1458098, address = {New York, NY, USA}, author = {Song, Yang and Zhang, Lu and Giles, C. Lee}, booktitle = {CIKM '08: Proceeding of the 17th ACM conference on Information and knowledge mining}, doi = {http://doi.acm.org/10.1145/1458082.1458098}, interhash = {5c03bc1e658b6d44f053944418bdaec3}, intrahash = {d330a3537b4a14fbd40661424ec8e465}, isbn = {978-1-59593-991-3}, location = {Napa Valley, California, USA}, pages = {93--102}, publisher = {ACM}, title = {A sparse gaussian processes classification framework for fast tag suggestions}, url = {http://portal.acm.org/citation.cfm?id=1458098}, year = 2008 }