Answering the need behind the query: Context

Context determination

• spatial (user location/target location)
• query stream (previous queries)
• personal (user profile)
• explicit (user choice of a vertical search, )
• implicit (use Google from France, use google.fr)

Context use

• Result restriction
  • Eliminate inappropriate results
• Ranking modulation
  • Use a rough generic ranking, but personalise later