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techniques to cluster interaction patterns to user models and classify specific user patterns to such models. The website may then be adapted to target clusters of users. In this approach, the models are explicitly created from historic user information with new users are classified to an existing
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An adaptive website adjusts the structure, content, or presentation of information in response to measured user interaction with the site, with the objective of optimizing future user interactions. Adaptive websites "are web sites that automatically improve their organization and presentation by
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or similar methods are used in conjunction with a library of possible changes to the website or a change-generation method (such as random variation). This results in the automated process website change, impact assessment, and adoption of change. Some examples include
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that builds a model of user activity and modifies the information and/or presentation of information to the user in order to better address the user's needs.
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that are used on a website do not make it an adaptive website. They are all tools and techniques that may be used toward engineering an adaptive website.
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learning from their user access patterns." User interaction patterns may be collected directly on the website or may be
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J.D. Velásquez and V. Palade, "Adaptive Web Sites: A Knowledge
Extraction from Web Data Approach", IOS Press, 2008
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method: Collected user data may be assessed in aggregate (across multiple users) using
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model and a pre-defined mapping is used for existing content and content organization.
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Towards adaptive Web sites: Conceptual framework and case study
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The
Adaptive Web: Methods and Strategies of Web Personalization
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logs. A model or models are created of user interaction using
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187:; Alfred Kobsa; Wolfgang Nejdl (2007-06-11).
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266:", Artificial Intelligence 118(1-2), 2000
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623:Websites blocked in the United Kingdom
218:"Adaptive Web Sites: an AI Challenge"
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613:Websites blocked in mainland China
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98:. In this approach (specifically
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587:Professional wrestling websites
227:. Nagoya, Japan. Archived from
119:'s that appear on the website.
88:for website look and feel, and
75:statistical hypothesis testing
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659:Social information processing
466:Microcredit lending websites
111:User landing pages (such as
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618:Websites blocked in Russia
501:Social networking services
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368:Personal wedding website
654:Collective intelligence
572:Food and drink websites
486:Satirical news websites
123:Collaborative filtering
63:collaborative filtering
46:artificial intelligence
582:Image-sharing websites
567:Environmental websites
552:Biodiversity databases
476:Online video platforms
451:Image-sharing websites
608:Most popular websites
160:Responsive web design
562:Educational websites
603:Founded before 1995
577:Video game websites
513:Tor hidden services
431:Employment websites
127:recommender systems
50:statistical methods
547:Astronomy websites
441:Fake news websites
401:Academic databases
96:online advertising
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212:Perkowitz, Mike;
198:978-3-540-72078-2
185:Peter Brusilovsky
131:generate and test
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557:Biology websites
471:Online databases
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321:Cashback website
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234:on 2010-03-31
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461:Marketplaces
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260:Oren Etzioni
236:. Retrieved
229:the original
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214:Oren Etzioni
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191:. Springer.
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363:Mirror site
348:Lab website
135:A/B testing
79:A/B testing
643:Categories
540:by subject
338:Gripe site
250:References
238:2009-08-10
139:clustering
117:web widget
56:Techniques
42:Web server
523:Webcomics
446:Fan wikis
358:Microsite
649:Websites
331:Fan wiki
216:(1997).
149:See also
125:such as
100:genetify
91:snap ads
85:genetify
77:method:
31:Overview
506:defunct
394:by type
326:Fansite
309:By type
301:Website
113:iGoogle
25:website
303:topics
195:
596:Other
538:Lists
528:Wikis
411:Blogs
392:Lists
232:(PDF)
221:(PDF)
171:Notes
40:from
38:mined
23:is a
193:ISBN
141:and
94:for
73:The
61:The
48:and
262:, "
19:An
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223:.
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241:.
201:.
Text is available under the Creative Commons Attribution-ShareAlike License. Additional terms may apply.