Patents by Inventor Ziad Gemayel

Ziad Gemayel has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Patent number: 11922327
    Abstract: Domain specific knowledge base (KB) contains all concepts from domain and the semantic relations between concepts. The concepts and the semantic relations are extracted from an existing corpus of content for the domain. The World Wide Web Consortium (W3C) standard SKOS (Simple Knowledge Organization System) can be used and two types of semantic relations can be captured: hierarchal and associative. A Natural Language Processing (NLP) software engine can parse the input text to create a semantic knowledge graph, which is then mapped to a SKOS knowledge model. During the linguistic understanding of the text, relevant domain concepts are identified and connected by semantic links. Concepts automatically identified as most important in this domain can be promoted to another layer, referred to as “Topics.
    Type: Grant
    Filed: November 28, 2022
    Date of Patent: March 5, 2024
    Assignee: Morgan Stanley Services Group Inc.
    Inventors: Nicolas Seyot, Richard J. Heise, Ziad Gemayel, Mohamed Mouine
  • Publication number: 20230114982
    Abstract: Domain specific knowledge base (KB) contains all concepts from domain and the semantic relations between concepts. The concepts and the semantic relations are extracted from an existing corpus of content for the domain. The World Wide Web Consortium (W3C) standard SKOS (Simple Knowledge Organization System) can be used and two types of semantic relations can be captured: hierarchal and associative. A Natural Language Processing (NLP) software engine can parse the input text to create a semantic knowledge graph, which is then mapped to a SKOS knowledge model. During the linguistic understanding of the text, relevant domain concepts are identified and connected by semantic links. Concepts automatically identified as most important in this domain can be promoted to another layer, referred to as “Topics.
    Type: Application
    Filed: November 28, 2022
    Publication date: April 13, 2023
    Applicant: MORGAN STANLEY SERVICES GROUP INC.
    Inventors: Nicolas SEYOT, Richard J. HEISE, Ziad GEMAYEL, Mohamed MOUINE
  • Patent number: 11514336
    Abstract: Domain specific knowledge base (KB) contains all concepts from domain and the semantic relations between concepts. The concepts and the semantic relations are extracted from an existing corpus of content for the domain. The World Wide Web Consortium (W3C) standard SKOS (Simple Knowledge Organization System) can be used and two types of semantic relations can be captured: hierarchal and associative. A Natural Language Processing (NLP) software engine can parse the input text to create a semantic knowledge graph, which is then mapped to a SKOS knowledge model. During the linguistic understanding of the text, relevant domain concepts are identified and connected by semantic links. Concepts automatically identified as most important in this domain can be promoted to another layer, referred to as “Topics.
    Type: Grant
    Filed: May 5, 2021
    Date of Patent: November 29, 2022
    Assignee: Morgan Stanley Services Group Inc.
    Inventors: Nicolas Seyot, Richard J. Heise, Ziad Gemayel, Mohamed Mouine
  • Publication number: 20220092443
    Abstract: Domain specific knowledge base (KB) contains all concepts from domain and the semantic relations between concepts. The concepts and the semantic relations are extracted from an existing corpus of content for the domain. The World Wide Web Consortium (W3C) standard SKOS (Simple Knowledge Organization System) can be used and two types of semantic relations can be captured: hierarchal and associative. A Natural Language Processing (NLP) software engine can parse the input text to create a semantic knowledge graph, which is then mapped to a SKOS knowledge model. During the linguistic understanding of the text, relevant domain concepts are identified and connected by semantic links. Concepts automatically identified as most important in this domain can be promoted to another layer, referred to as “Topics.
    Type: Application
    Filed: May 5, 2021
    Publication date: March 24, 2022
    Applicant: MORGAN STANLEY SERVICES GROUP INC.
    Inventors: Nicolas SEYOT, Richard J. HEISE, Ziad GEMAYEL, Mohamed MOUINE
  • Patent number: 9426306
    Abstract: A method of determining and an apparatus for displaying, for an organization, a relationship rank between a first party and a second party. A customer relationship management score, a telephone call score, and an e-mail score for the first party relative to the second party may be calculated using a computer system. The customer relationship management score, the telephone call score, and the e-mail score may be calculated using data for the first party and the second party stored in databases. A relationship score for the first party relative to the second party may be calculated using the customer relationship management score, the telephone call score, and the e-mail score. A relationship rank may be calculated for the first party relative to the second party using a computer system. The relationship rank for the first party relative to the second party may be an indication of the strength of the first party's relationship to the second party. The relationship rank may be based on the relationship score.
    Type: Grant
    Filed: May 15, 2009
    Date of Patent: August 23, 2016
    Inventors: Ziad Gemayel, Debra Servidio, Sam Smiljanic
  • Publication number: 20100290603
    Abstract: A method of determining and an apparatus for displaying, for an organization, a relationship rank between a first party and a second party. A customer relationship management score, a telephone call score, and an e-mail score for the first party relative to the second party may be calculated using a computer system. The customer relationship management score, the telephone call score, and the e-mail score may be calculated using data for the first party and the second party stored in databases. A relationship score for the first party relative to the second party may be calculated using the customer relationship management score, the telephone call score, and the e-mail score. A relationship rank may be calculated for the first party relative to the second party using a computer system. The relationship rank for the first party relative to the second party may be an indication of the strength of the first party's relationship to the second party. The relationship rank may be based on the relationship score.
    Type: Application
    Filed: May 15, 2009
    Publication date: November 18, 2010
    Applicant: Morgan Stanley (a Delaware coporation)
    Inventors: Ziad Gemayel, Debra Servidio, Sam Smiljanic