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Personalized Web Information Portal: Next Generation Search Engine

Revolutionizing search engines to serve as personalized information agents, offering tailored web content based on user interests, needs, and browsing habits, enhancing search results relevance. Integrating search, news, articles, products, and more for efficient information retrieval.

lucas-barnett
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Personalized Web Information Portal: Next Generation Search Engine

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Presentation Transcript

  1. Next Generation Search Engines Bin Tan

  2. Current search engines only provide search service. • A lot of information about user’s interests and ad-hoc needs is known when the user searches the web.

  3. The next generation search engine should play the role of a personal information agent that serves as an integrated web information portal customized for that person. • Search, news, articles, products, mails…

  4. Desired Scenarios (1) • The user views a lot of web pages on Computer Science research and/or submits a lot of such queries. The search engine would favor those search results on CS research instead of general discussions of computer technology.

  5. Desired Scenarios (2) • A user views a lot of web pages written in Chinese and/or in the UIUC domain. The search engine would recommend news on China and U-C in the integrated news reader.

  6. Desired Scenarios (3) • A user views some web pages on laptops. The search engine would recommend some hot laptops deals to the user when they appear.

  7. Desired Scenarios (4) • A user keeps in her bookmark a friend’s blog/homepage. The search engine would inform the user when there is a new article in that blog / when the homepage changes a lot.

  8. Possible Approach • Search engines tied to browsers • User interests modeling • Recommender systems

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