Searchmetrics Gmbh

Abhishek Thakur

Marcus Tober

Isabeau Prémont-Schwarz

A computer-implemented method of classifying a keyword in a network comprises: identifying a plurality of candidate categories, comprising: converting a plurality of search results related to the keyword into a plurality of search vectors, wherein each of the plurality of search results indicates a related resource in the network; converting a plurality of resources into a plurality of category vectors, wherein each of the plurality of resources is classified in one or more categories of a set of categories; and determining, for the plurality of category vectors, a plurality of similarity values indicating similarity to the plurality of search vectors; processing the plurality of candidate categories; and classifying the keyword by selecting the candidate category having a highest similarity value within the plurality of similarity values, a corresponding system, computing device and non-transitory computer-readable storage medium.

Classification of keywords

A computer-implemented method of classifying a search query in a network comprises: classifying a plurality of search queries into categories, comprising: applying predetermined rules to each of the plurality of search queries, wherein the predetermined rules are indicative of the categories and each of the plurality of search queries is associated with search results in the network; determining, for each of the plurality of search queries, similarity values indicating similarity to each of the categories based on the applied predetermined rules; and training a machine learning module, comprising: applying the machine learning module to a plurality of training sets to a plurality of training sets, wherein each of the plurality of training sets is based on one of the plurality of classified search queries and at least one of the respective one or more similarity values, a corresponding system, computing device and non-transitory computer-readable storage medium.

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Berlin, Germany

Abhishek Thakur