Microsoft Technology Licensing, LLC

Junhua Wang

Gaurav Sareen

Girish Kumar

Yi-Min Wang

William Ramsey

Namita Gupta

Xiaoxin Yin

Pratibha Permandla

Rohit Wad

Fang Liu

Vijay Nair

Ryan Frederick Stewart

Charles Lester Alexander Clark

Tiffany Kumi Dohzen

A search engine can provide referencing information as context for a particular search result when an excerpt from the search result, comprising at least some similar elements to the user's query, is not generated. Referencing information can include one or more anchor texts having similarity to at least some elements of the user's query, the anchor texts being used by referencing pages to link to the page returned as a search result. User selection of the anchor text can enable the user to visit a referencing page using that anchor text to link to the page returned as a search result, and having a high static rank.

Using anchor text to provide context

Systems and methodologies for improved query classification and processing are provided herein. As described herein, a query prediction model can be constructed from a set of training data (e.g., diagnostic data obtained from an automatic diagnostic system and/or other suitable data) using a machine learning-based technique. Subsequently upon receiving a query, a set of features corresponding to the query, such as the length and/or frequency of the query, unigram probabilities of respective words and/or groups of words in the query, presence of pre-designated words or phrases in the query, or the like, can be generated. The generated features can then be analyzed in combination with the query prediction model to classify the query by predicting whether the query is aimed at a head Uniform Resource Locator (URL) or a tail URL. Based on this prediction, an appropriate index or combination of indexes can be assigned to answer the query.

System for finding queries aiming at tail URLs

Systems, methods, computer-readable media, and graphical user interfaces for presenting search results having collapsed domains are provided. A search result obtaining module obtains search results based upon a received query. Upon obtaining the search results, search results having the same domain are associated with one another. Thereafter, search result clusters of associated search results are formed. In some embodiments, the search result clusters may be formatted to include desired search result cluster attributes. The search result clusters are presented such that two or more associated search results form a single cluster of search results rather than being presented individually. In some embodiments, an option to view more search results with the same domain may be provided.

Domain collapsing of search results

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Sammamish, WA, United States of America

Junhua Wang