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Proceedings of the 12th European Conference on Knowledge ...

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Alexander Schneider and Alexander Steinh<str<strong>on</strong>g>of</str<strong>on</strong>g>f<br />

Micros<str<strong>on</strong>g>of</str<strong>on</strong>g>t Excel. Regarding import opti<strong>on</strong>s, nei<str<strong>on</strong>g>the</str<strong>on</strong>g>r Google Analytics nor Piwik <str<strong>on</strong>g>of</str<strong>on</strong>g>fer any possibilities to<br />

import data from o<str<strong>on</strong>g>the</str<strong>on</strong>g>r sources. However, SiteCatalyst <str<strong>on</strong>g>of</str<strong>on</strong>g>fers different opportunities to import data, for<br />

example, from customer relati<strong>on</strong>ship management (CRM) tools. Regarding export opti<strong>on</strong>s, Google<br />

Analytics <str<strong>on</strong>g>of</str<strong>on</strong>g>fers PDF, XML, CSV and TSV. In additi<strong>on</strong>, Piwik <str<strong>on</strong>g>of</str<strong>on</strong>g>fers a JSON and RSS export <str<strong>on</strong>g>of</str<strong>on</strong>g><br />

reports. A native export to Micros<str<strong>on</strong>g>of</str<strong>on</strong>g>t Excel or Word is <strong>on</strong>ly included in SiteCatalyst. Ano<str<strong>on</strong>g>the</str<strong>on</strong>g>r advantage<br />

<str<strong>on</strong>g>of</str<strong>on</strong>g> SiteCatalyst is <str<strong>on</strong>g>the</str<strong>on</strong>g> availability <str<strong>on</strong>g>of</str<strong>on</strong>g> a SOAP-based Web service API, and <str<strong>on</strong>g>the</str<strong>on</strong>g> ability to integrate its<br />

reports with o<str<strong>on</strong>g>the</str<strong>on</strong>g>r reporting tools.<br />

An important means to determine <str<strong>on</strong>g>the</str<strong>on</strong>g> success <str<strong>on</strong>g>of</str<strong>on</strong>g> a website is to measure c<strong>on</strong>versi<strong>on</strong>s. The term<br />

c<strong>on</strong>versi<strong>on</strong> refers to <str<strong>on</strong>g>the</str<strong>on</strong>g> transformati<strong>on</strong> <str<strong>on</strong>g>of</str<strong>on</strong>g> a visitor to a customer (Stern 2002). Extensively used in ecommerce,<br />

c<strong>on</strong>versi<strong>on</strong>s can, for example, be defined as <str<strong>on</strong>g>the</str<strong>on</strong>g> purchase <str<strong>on</strong>g>of</str<strong>on</strong>g> a product. The presented<br />

web analytics data analysis excludes all data and respective reports <str<strong>on</strong>g>of</str<strong>on</strong>g> c<strong>on</strong>versi<strong>on</strong>s. The reas<strong>on</strong> is<br />

that c<strong>on</strong>versi<strong>on</strong>s are difficult to define for social s<str<strong>on</strong>g>of</str<strong>on</strong>g>tware and not <str<strong>on</strong>g>the</str<strong>on</strong>g> focus <str<strong>on</strong>g>of</str<strong>on</strong>g> this paper.<br />

4. Potential benefits for users<br />

The integrati<strong>on</strong> <str<strong>on</strong>g>of</str<strong>on</strong>g> web analytics tools in enterprise social s<str<strong>on</strong>g>of</str<strong>on</strong>g>tware envir<strong>on</strong>ments, as for example a<br />

wiki-based intranet portal, can be beneficial for various kinds <str<strong>on</strong>g>of</str<strong>on</strong>g> stakeholders:<br />

C<strong>on</strong>sumers: users reading c<strong>on</strong>tent<br />

Authors: users generating new c<strong>on</strong>tent<br />

Site operators: people administering <str<strong>on</strong>g>the</str<strong>on</strong>g> s<str<strong>on</strong>g>of</str<strong>on</strong>g>tware<br />

Developers: people developing and maintaining <str<strong>on</strong>g>the</str<strong>on</strong>g> s<str<strong>on</strong>g>of</str<strong>on</strong>g>tware<br />

For each <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g>se roles we identify potential benefits which can result from <str<strong>on</strong>g>the</str<strong>on</strong>g> integrati<strong>on</strong> <str<strong>on</strong>g>of</str<strong>on</strong>g> web<br />

analytics tools with Enterprise 2.0 systems.<br />

4.1 Benefits for c<strong>on</strong>sumers<br />

For every user <str<strong>on</strong>g>the</str<strong>on</strong>g>re are typically several c<strong>on</strong>tents that he visits frequently. Based <strong>on</strong> <str<strong>on</strong>g>the</str<strong>on</strong>g> web<br />

analytics data, <str<strong>on</strong>g>the</str<strong>on</strong>g> system could recognize <str<strong>on</strong>g>the</str<strong>on</strong>g>se c<strong>on</strong>tents and provide quick navigati<strong>on</strong> links. The<br />

necessary tracking data can be provided by many web analytics tools given that <str<strong>on</strong>g>the</str<strong>on</strong>g> user can be<br />

identified for more than <strong>on</strong>e sessi<strong>on</strong>, for example by setting a cookie.<br />

Search engines have become an essential part <str<strong>on</strong>g>of</str<strong>on</strong>g> social s<str<strong>on</strong>g>of</str<strong>on</strong>g>tware since <str<strong>on</strong>g>the</str<strong>on</strong>g>y provide easy access to<br />

many kinds <str<strong>on</strong>g>of</str<strong>on</strong>g> informati<strong>on</strong>. If <str<strong>on</strong>g>the</str<strong>on</strong>g> data ga<str<strong>on</strong>g>the</str<strong>on</strong>g>red by web analytics tools is understood as implicit<br />

feedback <str<strong>on</strong>g>of</str<strong>on</strong>g> users (Agichtein et al. 2006), it can be used to significantly improve <str<strong>on</strong>g>the</str<strong>on</strong>g> ranking <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g><br />

search results which we will show in <str<strong>on</strong>g>the</str<strong>on</strong>g> next secti<strong>on</strong>.<br />

Especially in enterprise social s<str<strong>on</strong>g>of</str<strong>on</strong>g>tware envir<strong>on</strong>ments users <str<strong>on</strong>g>of</str<strong>on</strong>g>ten share same interests and so <str<strong>on</strong>g>the</str<strong>on</strong>g>y<br />

are interested in <str<strong>on</strong>g>the</str<strong>on</strong>g> same c<strong>on</strong>tent as o<str<strong>on</strong>g>the</str<strong>on</strong>g>rs. Because web analytics tools are able to track <str<strong>on</strong>g>the</str<strong>on</strong>g><br />

number <str<strong>on</strong>g>of</str<strong>on</strong>g> views for each page in real-time, this data can be used to easily implement some type <str<strong>on</strong>g>of</str<strong>on</strong>g><br />

recommender system based <strong>on</strong> <str<strong>on</strong>g>the</str<strong>on</strong>g> actual interests <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g> user base. Beside a search engine such a<br />

feature can ease <str<strong>on</strong>g>the</str<strong>on</strong>g> user’s access to relevant c<strong>on</strong>tent.<br />

4.2 Benefits for c<strong>on</strong>tent authors<br />

Social s<str<strong>on</strong>g>of</str<strong>on</strong>g>tware relies str<strong>on</strong>gly <strong>on</strong> users generating c<strong>on</strong>tent. While many blogs or wikis allow o<str<strong>on</strong>g>the</str<strong>on</strong>g>r<br />

users to provide explicit qualitative feedback in <str<strong>on</strong>g>the</str<strong>on</strong>g> form <str<strong>on</strong>g>of</str<strong>on</strong>g> comments or ratings, authors do not get<br />

detailed quantitative feedback about <str<strong>on</strong>g>the</str<strong>on</strong>g>ir c<strong>on</strong>tributi<strong>on</strong>s. With web analytics tools this kind <str<strong>on</strong>g>of</str<strong>on</strong>g> feedback<br />

can be provided. For example, informati<strong>on</strong> about <str<strong>on</strong>g>the</str<strong>on</strong>g> readers <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g> user’s generated c<strong>on</strong>tent can be<br />

interesting as well as motivating to generate more c<strong>on</strong>tent. O<str<strong>on</strong>g>the</str<strong>on</strong>g>r figures <str<strong>on</strong>g>of</str<strong>on</strong>g> interest might be <str<strong>on</strong>g>the</str<strong>on</strong>g> time<br />

o<str<strong>on</strong>g>the</str<strong>on</strong>g>r users spend for reading <str<strong>on</strong>g>the</str<strong>on</strong>g> c<strong>on</strong>tent and <str<strong>on</strong>g>the</str<strong>on</strong>g>ir loyalty (return rate). These figures can be<br />

presented as numbers or visualized as charts showing <str<strong>on</strong>g>the</str<strong>on</strong>g> progress for <str<strong>on</strong>g>the</str<strong>on</strong>g> last days. Ano<str<strong>on</strong>g>the</str<strong>on</strong>g>r<br />

possible feature is <str<strong>on</strong>g>the</str<strong>on</strong>g> determinati<strong>on</strong> <str<strong>on</strong>g>of</str<strong>on</strong>g> a user’s most accessed and maybe most interesting c<strong>on</strong>tent.<br />

Topics currently interesting for <str<strong>on</strong>g>the</str<strong>on</strong>g> user base might attract authors to c<strong>on</strong>tribute to <str<strong>on</strong>g>the</str<strong>on</strong>g>m. With a<br />

sophisticated integrati<strong>on</strong> <str<strong>on</strong>g>of</str<strong>on</strong>g> a web analytics tool such topics can be identified and recommended to<br />

authors. In turn authors can also be categorized according to <str<strong>on</strong>g>the</str<strong>on</strong>g> topics <str<strong>on</strong>g>the</str<strong>on</strong>g>y have already c<strong>on</strong>tributed<br />

to.<br />

902

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