웹 서비스 Insight : Beyond the Commons : Investigating the Value of Personalizing Web Search

2006년 03월 16일

Beyond the Commons : Investigating the Value of Personalizing Web Search

http://haystack.lcs.mit.edu/papers/teevan.pia2005.pdf

본 논문은 개인화 검색에 대한 것입니다.

저자들은 먼저 현재 사용화되어 있는 검색엔진들이 Ranking한 검색결과가 실제로 각각 개인의 지각된 관련성과 얼마나 연결될 것인지에 대한 실험을 수행하였습니다.

아래의 그림처럼 높은 랭킹의 결과인 경우에는 지각된 관련성과 연결되었지만 랭킹 순위가 5위 이하로 갈 경우에는 많은 부분 차이가 났습니다.

이는 현재 검색 엔진의 랭킹 중 상위 것들을 제외하면 실제 개별 사용자의 지각된 관련성과 많이 차이가 난다는 것입니다.

이는 같은 질의어에 대해 각각 개인별로 다른 평가를 한다는 것과 동시에 같은 질의어에 같은 의도를 가지고 있어도 그 결과를 다르게 평가한다는 것입니다.

본 논문은 이러한 문제를 해결하는 것이 개인화 검색이며 앞으로 계속 연구되어야 할 것이라고 결론을 내리고 있습니다.

너무 당연한 이야기인가요. -.-;;;

# by 백호 | 2006/03/16 14:21 | 트랙백(294) | 덧글(18)

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