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Search Result Prefetching Using Cursor Movement
- Source :
- SIGIR
- Publication Year :
- 2016
- Publisher :
- ACM, 2016.
-
Abstract
- Search result examination is an important part of searching. High page load latency for landing pages (clicked results) can reduce the efficiency of the search process. Proactively prefetching landing pages in advance of clickthrough can save searchers valuable time. However, prefetching consumes resources that are wasted unless the prefetched results are requested by searchers. Balancing the costs in prefetching particular results against the benefits in reduced latency to searchers represents the search result prefetching challenge. We present methods that leverage searchers' cursor movements on search result pages in real time to dynamically estimate the result that searchers will request next. We demonstrate through large-scale log analysis that our approach significantly outperforms three strong baselines that prefetch results based on (i) the search engine result ranking, (ii) past clicks from all searchers for the query, or (iii) past clicks from the current searcher for the query. Our promising findings have implications for the design of search support that makes the search process more efficient.
- Subjects :
- Instruction prefetch
Information retrieval
Database
Computer science
InformationSystems_INFORMATIONSTORAGEANDRETRIEVAL
02 engineering and technology
computer.software_genre
Cursor (databases)
Search engine
Ranking
020204 information systems
0202 electrical engineering, electronic engineering, information engineering
Leverage (statistics)
020201 artificial intelligence & image processing
computer
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval
- Accession number :
- edsair.doi...........743ded6848e68590d9dab72d80916596
- Full Text :
- https://doi.org/10.1145/2911451.2911516