ACM SIGIR Forum
Simple BM25 extension to multiple weighted fields
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Bridging link and query intent to enhance web search
Proceedings of the 22nd ACM conference on Hypertext and hypermedia
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Web entities, such as documents and hyperlinks, are created for different purposes, or intents. Existing intent-based retrieval methods largely focus on information seekers' intent expressed by queries, ignoring the other side of the problem: web content creators' intent. We argue that understanding why the content was created is also important. In this work, we propose to classify such intents into two broad categories: "navigational" and "informational". Then we incorporate such intents into traditional retrieval models, and show their effect on ranking performance.