Abstract: Techniques discussed herein improve a user's playback experience of a multimedia file by automatically adjusting playback settings based on change history data stored in one or more profiles. A system is configured to detect and collect information regarding changes to playback settings made by one or more users, and/or made in response to input from one or more users, during presentation of a media title, such as a song and/or movie, on one or more computers. This information is processed by a backend process on one or more server computers to determine predicted preferred playback settings for a particular user using a particular computer or playback device, requesting a particular multimedia file.

Abstract: Techniques discussed herein improve a user's playback experience of a multimedia file by automatically adjusting playback settings based on change history data stored in one or more profiles. A system is configured to detect and collect information regarding changes to playback settings made by one or more users, and/or made in response to input from one or more users, during presentation of a media title, such as a song and/or movie, on one or more computers. This information is processed by a backend process on one or more server computers to determine predicted preferred playback settings for a particular user using a particular computer or playback device, requesting a particular multimedia file.

Abstract: Techniques discussed herein improve a user's playback experience of a multimedia file by automatically adjusting playback settings based on change history data stored in one or more profiles. A system is configured to detect and collect information regarding changes to playback settings made by one or more users, and/or made in response to input from one or more users, during presentation of a media title, such as a song and/or movie, on one or more computers. This information is processed by a backend process on one or more server computers to determine predicted preferred playback settings for a particular user using a particular computer or playback device, requesting a particular multimedia file.

Abstract: Techniques discussed herein improve a user's playback experience of a multimedia file by automatically adjusting playback settings based on change history data stored in one or more profiles. A system is configured to detect and collect information regarding changes to playback settings made by one or more users, and/or made in response to input from one or more users, during presentation of a media title, such as a song and/or movie, on one or more computers. This information is processed by a backend process on one or more server computers to determine predicted preferred playback settings for a particular user using a particular computer or playback device, requesting a particular multimedia file.

Abstract: A method and system for improving relevance of web content. The method includes receiving a search query from a user. The method also includes processing the search query by generating a list of web content results based on the search query. The search query is also processed by determining a plurality of click counts for the list of web content results. Each click count of the plurality of click counts is generated by one or more contacts in a social network of the user. The search query is further processed by mapping each click count to a corresponding web content result in the list of web content results. The method further includes displaying the list of web content results along with the plurality of click counts. Each click count of the plurality of click counts is displayed with the corresponding web content result in the list of web content results.

Abstract: A method and system for improving relevance of web content. The method includes receiving a search query from a user. The method also includes processing the search query by generating a list of web content results based on the search query. The search query is also processed by determining a plurality of click counts for the list of web content results. Each click count of the plurality of click counts is generated by one or more contacts in a social network of the user. The search query is further processed by mapping each click count to a corresponding web content result in the list of web content results. The method further includes displaying the list of web content results along with the plurality of click counts. Each click count of the plurality of click counts is displayed with the corresponding web content result in the list of web content results.

Abstract: A method for performing activities on a web site is disclosed. A user's browsing activities on a web site are captured. The user's browsing activities includes affixing labels to web pages and filling out forms. The captured activities are analyzed for patterns. Rules for performing activities on a web site are generated based on the patterns. Further activities are performed on the web site according to the rules and content from the web site is fetched. The fetched content is used in various web service applications, including crawlers.

Abstract: A method for performing activities on a web site is disclosed. A user's browsing activities on a web site are captured. The user's browsing activities includes affixing labels to web pages and filling out forms. The captured activities are analyzed for patterns. Rules for performing activities on a web site are generated based on the patterns. Further activities are performed on the web site according to the rules and content from the web site is fetched. The fetched content is used in various web service applications, including crawlers.