Twitter, Inc.

Gilad Avraham Mishne

Pradhuman Jhala

Rion Langley Snow

Florian Thomas Leibert

Anand Madhavan

Jimmy Lin

Aneesh Sharma

Zhenghua Li

A method of operating a messaging platform, including: obtaining, for a first profile, a first and a second topic of interest, a first intra-profile (IP) weight for the first topic of interest, and a second IP weight for the second topic of interest; obtaining a first plurality of trending entities for the first topic and a first plurality of intra-topic (IT) weights for the first plurality of trending entities; obtaining a second plurality of trending entities for the second topic and a second plurality of IT weights for the second plurality of trending entities; selecting a subset of the first plurality of trending entities and the second plurality of trending entities based on the first IP weight, the second IP weight, the first plurality of IT weights, and the second plurality of IT weights; and sending content associated with the subset for display to a user of the first profile.

Trends in a messaging platform

A method of operating a messaging platform, including: obtaining, for a first profile of the messaging platform, a trending entity within a first topic of interest to the first profile; accessing a first plurality of messages classified as the first topic of interest; retrieving a subset of the first plurality of messages corresponding to the trending entity; and sending content associated with the subset for display to a user of the first profile.

A real-time messaging platform and method are disclosed which suggests messages and accounts from the real-time messaging platform.

Suggesting messages and accounts from a real-time messaging platform

A system and method for providing real-time search assistance is provided. Incoming queries are analyzed and an in core set of query statistics is maintained to enable a current suggestion list to be generated. By analyzing each query as it occurs, the suggestion list and associated data stores may be updated in substantially real-time to enable suggestions to be available at the same time as new messages are occurring relating to the subject of the query.

Real time search assistance

A method and system for searching documents. The method can include: identifying a first set of messages of a messaging platform referencing a document; identifying message text of the first set of messages; associating the message text with the document in a storage repository; receiving, by a computer processor, a search request including a search term provided by a client; calculating, by the computer processor, a relevance score for the document based at least on the search term and the message text; and providing, to the client and based on the relevance score, a reference to the document in response to the search request.

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Albany, CA, United States of America

Gilad Avraham Mishne