Using a music recommender system called "Audioscrobbler", Last.fm builds a detailed profile of each user's musical taste by recording details of all the songs the user listens to, either on the streamed radio stations, the user's computer or some portable music devices. This information is transferred to Last.fm's database ("scrobbled") via a plug in installed into the user's music player. The profile data is then displayed on the user's profile page. The site offers numerous social networking features and can recommend and play artists similar to the user's favorites.
The player allows the user to enter the name of any artist or tag which then gives a choice of a number of similar artist stations, or similar global tag stations. Alternatively, Recommendation radio or any of the user's personal radio stations may be played without the necessity to visit the website.
The player displays the name of the station and track currently playing, the song artist, title and track length as well as album details, the artist's photo and biographical details, album cover art when available, lists of similar artists and the most popular tags and top fans. There are several buttons, allowing the user to love, skip, or ban a song.
Installation:
Download the Scrobbler: here
Untar the source: tar -xvf last.fm-1.4.2.58240.src.tar
Move into the extracted directory: cd last.fm-1.4.2.58240
Fire following command to compile, build & install last.fm:
# ./configure
# make
# make installAfter successful installation launch last.fm: last.fm to open up the Scrobbler/Player
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source:http://linuxpoison.blogspot.com/2009/04/135781757117513.html