Fayrix
Offshore software development
Fayrix offers world class custom software development services with 15 years of experience and talented team of 1500+ IT professionals including 700+ developers. The company is ready to execute projects of any scale. Our R&D is majorly centers located in Eastern Europe IT hubs.
Contact Information
Tel Aviv, Tel Aviv 4673304 Israel
PREDICTING RELEVANCY OF PRODUCTS IN SEARCH RESULTS TO SEARCH QUERY Visit Website
Education Social Finance Startups Real Estate Healthcare Telecom Consumer Retail Logistics Information Technology Business Services
Timeline: 12 weeks Amount: 1,00,001 to 5,00,000
THE OBJECTIVES: • To increase sales • To improve customer loyalty THE GOAL: • to develop an algorithm which would automatically evaluate the relevancy of search results to a search query entered by a user THE SOURCE DATA: 74 000 search queries on 55 000 products SOLUTION •A large amount of source data was provided as text • We used all varieties of TextMining techniques to identify semantic similarity of words and texts and semantic clusterization • The resulting model was built as an ensemble of decision trees RESULT • The suggested model was 15% more accurate than the standard method for estimating the relevancy of search results to a search query which was based on keyword comparison.
Portfolio
ESTIMATING PROBABILITY OF CUSTOMER RESPONSE TO PRODUCT OFFER (WEBSITE CONVERSION)
1,00,001 to 5,00,000
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