Systems and methods for flexibly using trending topics as parameters for recommending media assets that are related to a viewed media asset

    公开(公告)号:US11507618B2

    公开(公告)日:2022-11-22

    申请号:US16066210

    申请日:2016-10-31

    申请人: Rovi Guides, Inc.

    摘要: Systems and methods are provided herein for flexibly using trending topics as parameters for recommending media assets that are related to a viewed media asset. A media guidance application may determine that a user has viewed a media asset. The media guidance may identify a plurality of attributes corresponding to the viewed media asset and determine that a respective attribute of the plurality of attributes matches a trending topic. The media guidance application may update a set of weightings corresponding to the plurality of attributes by increasing a weighting corresponding to the respective attribute and adjust a recommendation for a media asset different from the viewed media asset based on the updated set of weightings. The media guidance application may generate for display the recommendation of the media asset different from the viewed media asset.

    Systems and methods for disambiguating a term based on static and temporal knowledge graphs

    公开(公告)号:US11100292B2

    公开(公告)日:2021-08-24

    申请号:US16696695

    申请日:2019-11-26

    申请人: Rovi Guides, Inc.

    IPC分类号: G06F40/30 G06F40/295

    摘要: Systems and methods provided herein for a determining a meaning of an ambiguous term in a text segment based on a context term, a static knowledge graph and a temporal knowledge graph. These systems and methods access a first knowledge graph associated with the context term to determine a potential term that is the meaning of the unknown term. Upon determining that there are multiple potential terms in the first knowledge graph that could be the meaning of the unknown term, the systems and methods take into account the temporal dimension of relationships between entities for disambiguating the meaning of the unknown term. The systems and methods achieve this by determining a time stamp of the text segment and accessing a second knowledge graph associated with the first context term and related to the time stamp to determine the potential term that is the meaning of the first unknown term.

    SYSTEMS AND METHODS FOR IDENTIFYING A MEANING OF AN AMBIGUOUS TERM IN A NATURAL LANGUAGE QUERY

    公开(公告)号:US20210209183A1

    公开(公告)日:2021-07-08

    申请号:US17209693

    申请日:2021-03-23

    申请人: Rovi Guides, Inc.

    摘要: Methods and systems for identifying a meaning of an ambiguous term in a natural language query. The media guidance application isolates first and second terms from a query received from a user and identifies, in a knowledge graph, first and second pluralities of candidate components associated with the first and second terms. The first and second terms each having multiple candidate components indicates the first and second terms have ambiguous meanings. The media guidance application matches each candidate component of the first and second pluralities of candidate components to form a plurality of pairs and determines strength of association for each pair in the plurality of pairs. The media guidance application filters the plurality of pairs by strength of association for each pair and determines a plurality of possible meanings based on the filtered plurality of pairs. The media guidance application selects a meaning from the plurality of possible meanings.

    SYSTEMS AND METHODS FOR DETERMINING CONTEXT SWITCHING IN CONVERSATION

    公开(公告)号:US20190286644A1

    公开(公告)日:2019-09-19

    申请号:US16308268

    申请日:2017-05-25

    申请人: Rovi Guides, Inc.

    摘要: Systems and methods are described to address shortcomings in a conventional conversation system via a novel technique utilizing artificial neural networks to train the conversation system whether or not to continue context. In some aspects, an interactive media guidance application determines a type of conversation continuity in a natural language conversation comprising first and second queries. The interactive media guidance application determines a first token in the first query and a second token in the second query. The interactive media guidance application identifies entity data for the first and second tokens. The interactive media guidance application retrieves, from a knowledge graph, graph connections between the entity data for the first and second tokens. The interactive media guidance application applies this data as inputs to an artificial neural network. The interactive media guidance application determines an output that indicates the type of conversation continuity between the first and second queries.

    Systems and methods for determining an execution path for a natural language query

    公开(公告)号:US10380169B2

    公开(公告)日:2019-08-13

    申请号:US15223155

    申请日:2016-07-29

    申请人: Rovi Guides, Inc.

    摘要: Systems and methods are described to address shortcomings in conventional conversation systems by determining an execution path for a natural language query using questions and answers and selecting the path in a knowledge graph based on the entities in the questions and answers and the user's feedback. In some aspects, the systems and methods described provide for determining an execution path for a natural language query presented to an interactive media guidance application. The interactive media guidance application receives, from a user, a query including an input entity and an unknown term. The interactive media guidance application retrieves, from a knowledge graph, a plurality of possible responses for the query. The interactive media guidance application determines a correct response of the plurality of possible responses based on feedback from the user. The interactive media guidance application selects an execution path for the query based on the correct response.