怀孕8个月牙痛怎么办:分众分类法与基于用户的tag行为（中英）

分众分类法与基于用户的tag行为（一）

十二月 22nd, 2005

作者：Ellyssa Kroski
      用户的tag行为给互联网带来一场充满活力和巨大冲击的革命，随着社会化软件和web2.0的出现，我们迎接来互联网又一个崭新的时代。 一方面，用户有能力影响他们自己的在线经验，并且这也有助于其他人获得更好的用户体验。今天，用户正在添加元数据并且使用tag组织他们自己采集的数字化信息为内容分类，建立起自底向上的分类系统。 群体的智慧，大众的心声，集体智慧正在做着迄今为止只有目录编制专家才可以做到的事情。信息发布者和网站作者，他们正在组织互联网上的信息并为其分类，这是决定用户体验的主要因素。在这个新时代用户已经获得授权，他们可以决定自己的分类需求。元数据可以掌握在普通人手中，专家不再是这个领域的霸主！
     
基于用户的tag行为与分众分类法
      与社会化网络站点(例如LinkedIn和Friendster)不同，他们致力于发展关系， 社会化站点，例如 del.icio.us，43Things 和Flickr，把注意力集中于组织数据。用户在公开的领域和社会里组织自己或他人的数据及用户社区，使用户可以共享数据并找到志趣相投的人。
      del.icio.us是一个社会书签的网站。 它提供了替代将网页链接保存在IE收藏夹里或是Fiefox的Bookmarks文件夹中以备将来使用的方法。。它最大的好处就是你可以从任何一台计算机访问你的收藏链接，这样就打破了IE收藏夹或Fiefox的Bookmarks文件夹只能本地计算机访问的限制，因为他们不再是被储存在本地计算机上。当你添加页面到del.icio.us时，你可以填写描述的关键字，或者是给链接标记tag，并以类别或tag的方式组织你的数据。你就能以特定的tag去寻找其他人的链接或是只浏览某人收集的链接。
      43Things看起来象一个巨人，全球的to－do list。 你可以添加你一直想做的任何事情到43Thing，例如写一本或是成为一名海盗，并且可以看到有多少人正与你分享同样的目标。你能在他们的努力中为其呼喊加油，或者探究你周边环境的其他人正在做些什么。像del.icio.us一样，你可以为自己to－do list中的每个目标添加描述tag。 你可以类似“冒险”“职业”这样的描述tag去搜索目标，看看其他人会将什么目标列在相应的tag下。
      Flickr是数字图片存储和管理的站点。在这里，你可以将你所有的照片组织成相册，用描述的关键字给照片添加tag，你也可以查看其他人的图片。像上面介绍过的两个站点一样，Flickr 允许以标签或用户为导航，且提供用户组。用户组适合具有相似兴趣的人们彼此分享，发布他们的照片。例如 Cats in Sinks或the Dogs Eating Potato Chips groups
      Technorati为用户提供关于blog内容的搜索服务。与网页不同，Blogs是一种快速更新的媒介。它的搜索，与其他搜索引擎相反，它在搜索结果页面中为你列出几分钟前发布的posts。Technorati跟踪超过2100万个blogs和300万tag。这些都是其它站点的用户产生的，例如Flickr。按tag浏览你将不仅可以看到blogs，而且还有Flickr和Buzznet图片和从del.icio.us与Furl中得到的站点链接。用户可以通过tag建立自己的Watchlists。
      上述站点都提供了以一种全球的 tag cloud 视角查看其内容的方式。一片 tag cloud 显示所有最受欢迎的tag，其中更受欢迎的tag以更大的字体展示。以这种方式，用户一眼就可以得知什么是最受欢迎的tag。在del.icio.us，43Thing和Flickr里，你也能查看到单个用户的tag cloud。你将看到在自己的tag中的哪个tag占主要位置。
       用户建立关键字的目的，是能很快再次找到他们所需的信息，这通常是通过tag反射出来的。 根据del.icio.us的Joshua Schachter说法，“这基本上是一种面向大众的记忆方法。“面向tag的使用者，与是否以正确的方法分类无关，与分类的准确性和权利无关，这只与记忆有关。这种方式的分类，是按照个性需求而定做的，同样这也服务于所有人。
      由于用户持续使用tag，一个来源于大众的分类组织方案浮现出来，这被信息专家 Thomas Vander Wal 称为分众分类法。一个由“folks”和“taxonomy”合成的词汇，意味着当用户增加元数据或tag的必然结果是建立起一套没有等级制度的分类体系。

－未完待续－

by Ellyssa Kroski

There is a revolution happening on the Internet that is alive and building momentum with each passing tag. With the advent of social software and Web 2.0, we usher in a new era of Internet order. One in which the user has the power to effect their own online experience, and contribute to others’. Today, users are adding metadata and using tags to organize their own digital collections, categorize the content of others and build bottom-up classification systems. The wisdom of crowds, the hive mind, and the collective intelligence are doing what heretofore only expert catalogers, information architects and website authors have done. They are categorizing and organizing the Internet and determining the user experience, and it’s working. No longer do the experts have the monopoly on this domain; in this new age users have been empowered to determine their own cataloging needs. Metadata is now in the realm of the Everyman.

User-Based Tagging and Folksonomies
Unlike social-networking sites such as LinkedIn and Friendster, which concentrate on developing relationships, social sites such as del.icio.us, 43Things and Flickr focus their attention on organizing data. Users organize their own or other’s data in the public sphere and the social, or community, aspects arise from there as users share and seek out like-minded individuals.

del.icio.us is a social bookmarking site. What that means is that instead of saving a Webpage link in your “Favorites” (IE) or “Bookmarks” (Firefox) folder for future use, you save it to your del.icio.us page. The benefit being that you can then access the links from any computer since they are no longer only stored locally. As you add each page to del.icio.us, you are given the opportunity to add descriptive keywords, or tags to the link. This organizes your data by category or tag. You can look for what others have linked to and described by a particular tag or just browse others’ collections of links.

43Things is like a giant, global to-do list. You can add all of those things that you have been meaning to do, such as write a book or become a pirate and see how many other people out there share the same goal. You can cheer others on in their endeavors or explore what other people in your hometown are doing. As with del.icio.us, you are offered the chance to add descriptive tags to each goal you add to your list. You can search goals by tag such as ‘adventure’ and ‘professional’ to view what others have listed as corresponding goals.

Flickr is a digital image storage and management website. It is a place for you to organize all of your photos into albums, tag them with descriptive keywords, and view others’ images. Flickr allows navigation by tag or user as the previous two sites, as well as by group. Groups are places for users who share similar interests to post their images such as the Cats in Sinks or the Dogs Eating Potato Chips groups.

Technorati allows users to perform searches on blog content. Blogs are a medium that updates quite rapidly, unlike webpages. Performing a search here, as opposed to other search engines, will get you a results list with posts created minutes before. Technorati tracks over 21 million blogs as well as 3 million tags which have been created by users on other sites such as Flickr. Browsing by tag will get you not only blogs, but images from Flickr and Buzznet and websites from del.icio.us and Furl. Users can set up Watchlists by tag.

All of the above sites offer a view of the global “tag cloud”. A tag cloud displays all of the most popular tags in use across a page with the more popular tags in larger sizes. In this way, users can tell at a glance what the most popular tags are with other users. In del.icio.us, 43 Things and Flickr, you can also view a personal tag cloud which will show you which of your tags are more predominantly in use by you.

Users create keywords in order to be able to recall their information at a later time and often their tags are reflective of that. According to del.icio.us’ Joshua Schachter, “It’s basically a way to remember in public”. For taggers, it’s not about the right or the wrong way to categorize something and it’s not about accuracy or authority, it’s about remembering. In this way the categorization is customized for each individual while still serving all of them.

As users continue to add tags, a grassroots organizational scheme begins to emerge which has been dubbed by information architect Thomas Vander Wal, to be a folksonomy. A combination of “folks” and “taxonomy”, the term has come to mean a non-hierarchical ontology that is created as a natural result of user-added metadata or tagging.

The Wisdom of Crowds
There has been much discussion in the information world about the concept of folksonomy as opposed to the traditional taxonomy with its controlled vocabularies and hierarchical nature. Likewise, there have been many advantages identified with respect to folksonomies and organizing web content.

Folksonomies are inclusive. While top-down taxonomies utilize a controlled vocabulary which is exclusionary by nature, folksonomies include everyone’s vocabulary and reflect everyone’s needs without cultural, social, or political bias. Because folksonomies include alternative views together with popular ones, they present a unique opportunity to discover “long tail” interests. The long tail, a phrase first discussed by Chris Anderson of Wired Magazine, consists of the interests of the minority that lie at the “tail” end of a power law, or statistical distribution, which charts the most popular topics. When combined, these non-mainstream, or niche interests far outnumber the popular ones. (16)

Folksonomies are current. Tagging-based systems offer a fluidity and currency which is not possible in a controlled, hierarchical taxonomy. Users create tags as quickly as they create content and they are immediately added to the ontology. This flexibility allows swift responses to changes in terminology and to world events. A large taxonomy such as the Library of Congress classification scheme, in which it could take years to add a date of death to an author’s authority record, simply cannot compete with this rate of adaptability. In creating traditional classification schemes, the cataloger is put in the position of fortune teller, in that he/she must predict permanent categories in advance. The problem with this model is that things change; countries change names, computer technology expands, and sometimes groups of people change the way they refer to themselves, i.e. Blacks, Negroes, Afro-American, African Americans. And in the world of the Web, things change fast.

Folksonomies offer discovery. Hierarchical taxonomies are designed for finding specific resources whereas folksonomies are predisposed to discovering unknown and unexpected resources. These systems promote exploration and learning as users browse related topics, tags, and users. There is legitimate value in a discovery system as users have the opportunity to locate new resources that they might not ever have come across through searching. Oftentimes the user doesn’t know exactly what resources that they are looking for at the start of their research. Discovery systems empower users to uncover alternative paths and related resources on their information journey.

Foksonomies are Non-Binary. In a traditional classification scheme, a controlled vocabulary must be made in advance in which one category term is selected which includes all related terms. When future objects are cataloged it must be determined that either they fit into a particular category or they do not. In a folksonomy, these items can fit into multiple categories. For example, an image on Flickr could have tags attached such as cat, kitten, feline, tabby, cute. In a folksonomy the scheme is multi-faceted. As Clay Shirky points out in his discussion of this topic, there is “signal loss” when you merge multiple concepts into just one term. The Library of Congress subject heading for movies is ‘Motion Pictures’. By reducing terms such as movies, film, and cinema to one all-encompassing category, the distinctive meanings of each term gets lost in the translation. While the cataloger might determine that they are similar enough to be considered one-and-the-same for the sake of the scheme, there are those who disagree. As Shirky perceptively points out; “the movie people don’t want to hang out with the cinema people!” (27)

Folkonomies are democratic and self-moderating. Everyone has the opportunity to add something to the whole. Likewise, these systems are self-moderating. By their nature, these systems, encourage users from an individual standpoint to choose tags that appropriately describe items, which in turn helps them to remember them in the future. Similarly, since tagging is done in a public forum, the social dynamic sways users to choose relevant tags, according to Technorati’s Dave Sifry.(19) When tagging a new item, many systems offer users a list of the most popular tags used for that resource. The idea is that the most popular terms tend to be the most relevant, just as a frequently cited article or book is considered to hold more authority in the academic realm. Gene Smith raises the concern that the idea of translating this practice to the web is often met with disdain by librarians. (30)

Folksonomies follow “desire lines”. What we are witnessing with a folksonomy is an expression of the direct information needs and desires of the user. In a traditional classification scheme, catalogers must attempt to read the minds of the users, and make determinations based on their estimations of user needs. Since a folksonomy arises as a result of user tagging, it is reflective of the way that they categorize information.

Folkonomies offer insight into user behavior. Folksonomies give us a chance to observe how users tag their own resources as well as what kind of untraditional categories have surfaced. Among the new categorization types are functional tags such as to_read and to_watch. Both of these are temporary tags which are reflective of the adaptive nature of these bottom-up taxonomies. Although they are very subjective descriptors, they are also both useful tags to others who may want to view what others have on their reading lists. The self is now contained in various categories such as me, mine, and my_stuff.

Folksonomies also give us an opportunity to observe user behavior and tagging patterns. According to a study of the del.icio.us website conducted by the Information Dynamics Lab at HP Labs, a stable tag pattern emerges after the first one hundred bookmarks are placed for a particular website. They attribute this synchronization to user imitation of popular tags and to a common knowledge base shared by users of the site. As a result, alternative views exist alongside popular ones without being disruptive to the pattern.(11)

Since folksonomies follow desire lines as mentioned above, viewing user language and behavior in this way could help in the future development of top-down taxonomies.

Folksonomies engender community. There is a spirit of sharing and community in user-based tagging sites. Everyone has the common goal to catalog their own information, but also to share it with others. On sites such as 43Things.com, users cheer each other on to reach common goals, and on Flickr, cat-lovers can join up with dozens of groups dedicated to pics of the furry felines.

Folksonomies offer a low cost alternative. The cost of creating a traditional, hierarchical taxonomy with a controlled vocabulary is quite high. Expert catalogers or information architects are needed to determine the scheme as well as classify individual entities. User-based tagging provides a low cost alternative for cataloging Web resources.

Folksonomies offer usability. Top-down classification schemes require a trained or skilled user base. On the Web, that isn’t realistic, as levels of user expertise and interest vary greatly. Folksonomies have a very small learning curve and are exceedingly comprehensible to the user. In his article on Authority, Peter Morville discusses the concept of anchoring as an information seeking behavior. From a psychological standpoint, people tend to be most influenced in decision-making by the first piece of information that they come across. Efforts are then made, on a sub-conscious level, to confirm this found information and avoid opposing viewpoints. (22) So, if users have a predisposition to anchor onto the most findable information out there, an appropriate response would be to provide the user with a system that is accessible or they will find it somewhere else that is.

Web 2.0 is about sharing and connectivity and participation. It is a user-centered era of the Web. We are moving away from expert-dictated, exclusionary models of information organization and toward inclusive, participatory ones.

Resistance is Futile. The fact of the matter is that the enormity of information that is now being published online through new mediums such as blog, wikis, etc., make a traditional taxonomy and controlled vocabulary an impossible solution. The cost and the amount of manpower required would just be too high. Folksonomies on the other hand are much more scalable from an economic standpoint. As Wikipedia co-founder Jimmy Wales comments “I wouldn’t even want to think of what it would cost to replicate the Wikipedia categories with paid labor”. In the absence of a professionally designed taxonomy, folksonomies are being viewed as a readily available, “better than nothing”, stand-in. According to Clay Shirky, folksonomies are a “forced move”, they are coming whether we like it or not. “It doesn’t matter whether we “accept” folksonomies, because we’re not going to be given that choice.” (24)

The Hitch
In addition to the benefits to be gained from the collective intelligence intrinsic to folksonomies, there has been considerable debate concerning their flaws. As quickly as such drawbacks are identified, however, supporters of the organic ontologies have provided responses.

Folksonomies have no synonym control. In user-based tagging systems, there is no controlled vocabulary and therefore one authoritative term does not exist to describe a concept or entity. This is considered a shortcoming when different users describe assets using many different terms to presumably describe the same thing, i.e. cats, kittens, felines, etc. Because of the characteristic lack of control, there is also no way to regulate the use of plurals vs. singular, acronyms, etc.

Supporters respond that the lack of synonym control is a design choice rather than a weakness in these models. As with Shirky’s movie and cinema example, the absence of restrictions allows users to choose words that precisely describe their digital assets without the loss of meaning resulting from a controlled vocabulary. (26) Additionally, many social tagging sites provide lists of “related terms” which encourage the use of “popular” synonyms. Nevertheless, this is a serious limitation of these systems that developers will need to grapple with as they grow in size.

Folksonomies have a lack of precision. As Bruce Sterling of Wired Magazine notes, “a Folksonomy is nearly useless for searching out specific, accurate information, but that’s beside the point.” (31) As mentioned earlier, folksonomies are discovery systems, without the powerful search capacity of a hierarchical taxonomy. Characteristically, they are going to have low precision rates.

As Lee of Headshift responds, “In practical usage scenarios the trade-off between simplicity and precision makes sense.”(15) Folksonomies are usable and accessible. Although precision is certainly important, it isn’t everything. A traditional taxonomy, such as the Library of Congress classification system will allow users to precisely locate relevant resources concerning a topic such as World War II because of the strength of its controlled vocabulary, however, the user must know that the subject heading is ‘World War 1939-1945’ in order to reap the rewards of this system.

Folksonomies lack hierarchy. Folksonomies are flat systems. There are no parent-child relationships, no categories and subcategories. Hierarchy is a distinguishing trait of traditional taxonomies which are able to provide a deeper, more robust classification of entities. Such systems allow users a finer granularity in searching for resources.

According to Joshua Schachter of del.icio.us, adding hierarchy to the folksonomy model would decrease the level of usability and ease of access which are so valued in these systems.(25) As mentioned earlier, in order to maintain the merits of a folksonomy some sacrifices of functionality are made in favor sustaining a more usable and therefore useful model. From another perspective, Clay Shirky responds that “if hierarchy was a good way to organize links, Yahoo would be king of the hill and Google an also-ran service.”(26)

Folksonomies have a “basic level” problem. Similar to the problem of synonym control is the concern that users will have different ideas about how to tag entities at a basic level as opposed to using a broader or narrower term. Golder and Huberman of HP Labs give the example; ‘Perl’ and ‘JavaScript’ vs. ‘programming’. They raise the concern that “collective tagging, then, has the potential to exacerbate the problems associated with the fuzziness of linguistic and cognitive boundaries.”(11)

As referenced with regard to synonym control, this may be a preference of folksonomies. There is no vocabulary control and as such, users can include all terms that may apply to the entity when tagging without concern for whether it is a basic, more general or more narrow term. Golder and Huberman themselves observe that because of the nature of these systems, people have an opportunity to learn from one another while tagging and categorizing.

Folksonomies have a lack of recall. Recall reflects the ability of a system to return all resources related to a topic. Because of the lack of synonym control, a folksonomy search will not effect a complete results list because of the use of similar tags. A search for ‘cat’ for example will not retrieve resources which have been tagged with kitten, feline, tabby, or even cats. This is a serious limitation of these systems.

Once again I will mention the concept of trade-offs and that although a user may not be able to locate every resource which has been organized in this fashion, the user will find nothing in a system which is too difficult or daunting to use. Flickr CEO Stewart Butterfield points out, “we’ll have a million photos of Tokyo, and if the TOKYO tag only gets you 400k of them, it’s OK. You’re only going to look at 20 of them anyway.”(25)

Folksonomies are susceptible to “gaming”. Gaming is similar to spamming and involves an unethical user who propagates links, or in this case, tags in order to corrupt a system. The Blocklevel blog raises a valid point that “malicious users can purposely pollute the “Tag Sphere” by tagging every bit of content with every possible tag – effectively spamming the system.”(15)

This is definitely a possibility with user-based tagging systems. Although popularized by invoking a spirit of cooperation among users, folksonomies are vulnerable as there are always those who don’t play nice with others.

Libraries that Tag
Already there are libraries jumping on the tagging bandwagon hoping to provide their patrons with a user-friendly supplement to their existing systems.

La Grange Park Public Library, Thomas Ford Memorial Library, Rutland Free Library and the Delft Public Library, to name a few all use Flickr to display images of their libraries. Also taking advantage of the photo management site are 365 members of the “libraries and librarians” group and 78 members dedicated to displaying the humorous aspects of librarianship in the “library” group.

The University of Pennsylvania library has their own tagging system called “PennTags” which is based on the del.icio.us software and allows users to bookmark and tag websites as well as library cataloging records.

There are librarian groups tagging on CiteULike, a social bookmarking site for academic citations which allows users to export their libraries to Endnote or BibTeX.

The BBC has had a prototype software developed for them in order to have users tag their immense news archives. Based on popular social software systems, users can store bookmarked stories on their own page, view related stories and enjoy feeds from Flickr, Technorati and del.icio.us.

Summary
The advantages to top-down hierarchical taxonomies for library collections are without question. For cataloging the Web, however, they just aren’t feasible. The new, “voice of the people” approach of folksonomies emerges at a time when attitudes about information organization and retrieval are shifting and the technology is developing to support them. The opportunities for learning about user behavior as well as the implications for improving and/or complementing existing taxonomies that these systems can provide are of no small import. We are on the cusp of an exciting new stage of Web growth in which the users provide both meaning and a means of finding through tagging.

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POSTED BY Ellyssa ON 12.07.05 @ 11:48 pm |