Adaptive web sites: an AI challenge

作者: Oren Etzioni , Mike Perkowitz

DOI:

关键词: User interface designComputer scienceKnowledge representation and reasoningWeb navigationWorld Wide WebWeb designHuman–computer interactionUser modelingWeb modelingWeb serverWeb service

摘要: The creation of a complex web site is thorny problem in user interface design. First, different visitors have distinct goals. Second, even single visitor may needs at times. Much the information also be dynamic or time-dependent. Third, as grows and evolves, its original design no longer appropriate. Finally, designed for particular purpose but used unexpected ways. Web servers record data about interactions accumulate this over time. We believe that AI techniques can to examine access logs order automatically improve site. challenge community create adaptive sites: sites their organization presentation based on data. Several unrelated research projects plan recognition, machine learning, knowledge representation, modeling begun explore aspects problem. hope posing explicitly will bring these together stimulate fundamental research. Success would broad highly visible impact community.

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