Patent №
US 9,680,945
Granted
2017-06-13
Filed 2014
Owner
AUDIBLE, INC.
Lab
—
AI components
4
ml · nlp · kr · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
14303540
Systems and methods are disclosed enabling recommendations of content items based on a difficulty of the content item as well as a skill level of the user. Skill-based content recommendations may be utilized, for example, in recommending content to language learners. Skill-based recommendations may be based on a variety of difficulty metrics of the content item, such as vocabulary and complexity of the language (e.g., words per paragraph, syllables per word, etc.), as well as a variety of skill metrics of the user (e.g., as explicitly provided by the user or implicitly determined based on a user's interaction with content items). Advantageously, such metrics can enable generation of recommendations based on a multi-dimensional difficulty assessment. Further, difficulty metrics, skill metrics, or the relationship between such metrics may be dynamically updated over time based on continued feedback from users, such that recommendations are dynamically improved.
AI classification
Ownership
AUDIBLE, INC.
assignment · 417130040
Assignors
TREVES, DIKLA, SHANAHAN, FRANCIS ANDREW, STRINGER, LISA MARIE, STORY, GUY ASHLEY, JR, SAGAR, AMAN, GIRDHAR, PUNEET, ROTHSTEIN, JODI
On an employer assignment, the assignors are typically the inventors.