This inventor holds 3 USPTO granted patents. Top assignee: Amazon Technologies, Inc.. Active years: 2019-2020.
Company Filing History:
Years Active: 2019-2020
Title: Amanda Dee Bottorff: Innovator in Keyword Extraction and Data Search Queries
Introduction
Amanda Dee Bottorff is a notable inventor based in Seattle, WA. She has made significant contributions to the field of data processing and search technologies. With a total of 3 patents to her name, Amanda's work focuses on enhancing the efficiency of keyword extraction and improving search query results.
Latest Patents
Amanda's latest patents include an innovative method for extracting keywords from a document. This unsupervised keyword extraction process analyzes a single input document to identify multiple candidate keywords by utilizing splitting terms. A keyword score is calculated for each candidate keyword based on the length of the candidate keywords that contain it and the frequency of the words appearing in those keywords. The keywords with the highest scores are selected for use in applications such as refining search results and improving the match rate of a network page at a search engine.
Another significant patent involves data search queries for descriptive semantics extracted from item reviews. This invention identifies search queries that lead to a selection of a browse node in an item taxonomy. It determines various items associated with that browse node and utilizes customer reviews to extract phrases that appear in both the reviews and the search queries. These phrases are ranked based on a polarity metric that describes their subjectivity, sentiment, and coverage. Phrases exceeding a predefined threshold are made available for use by a search component of a network site.
Career Highlights
Amanda is currently employed at Amazon Technologies, Inc., where she continues to innovate and develop new technologies. Her work has had a significant impact on how data is processed and utilized in search engines and e-commerce platforms.
Collaborations
Throughout her career, Amanda has collaborated with talented individuals such as Weiwei Cheng and Sandeep Ranganathan. These collaborations have contributed to the advancement of her projects and the successful implementation of her inventions.
Conclusion
Amanda Dee Bottorff is a pioneering inventor whose work in keyword extraction and data search queries has transformed the way information is processed and retrieved. Her contributions continue to influence the field of technology and enhance user experiences in search applications.