Cognitive information processing system environment

• US 10,325,205 B2
• Filed: 02/24/2015
• Issued: 06/18/2019
• Est. Priority Date: 06/09/2014
• Status: Active Grant

• Current Assignee: Tecnotree Technologies Incorporated (Tecnotree Oyj)
• Original Assignee: Cognitive Scale Inc (Tecnotree Oyj)
• Inventors: Sanchez, Matthew, Saxena, Manoj, Sabhikhi, Akshay
• Primary Examiner(s): Nilsson, Eric
• Application Number:
  US14/629,604
• Publication Number:
  US 20150356422A1
• Time in Patent Office: 1,575 Days
• CPC Class Codes: G06F 13/4208 being a system bus, e.g. VME bus, Futurebus, Multibus
• CPC Class Codes: G06F 16/24568 Data stream processing; Continuous queries
• CPC Class Codes: G06F 16/2465 Query processing support for facilitating data mining operations in structured databases
• CPC Class Codes: G06F 16/287 Visualization; Browsing
• CPC Class Codes: G06F 16/9024 Graphs; Linked lists G06F16/9027 takes precedence
• CPC Class Codes: G06F 16/955 using information identifiers, e.g. uniform resource locators [URL]
• CPC Class Codes: G06F 16/972 Access to data in other repository systems, e.g. legacy data or dynamic Web page generation
• CPC Class Codes: G06N 20/00 Machine learning
• CPC Class Codes: G06N 5/022 Knowledge engineering; Knowledge acquisition
• CPC Class Codes: G06N 5/04 Inference or reasoning models
• CPC Class Codes: G06Q 30/0241 Advertisements
• CPC Class Codes: G06Q 30/0269 based on user profile or attribute
• CPC Class Codes: G06Q 30/0277 Online advertisement
• CPC Class Codes: H04W 4/025 using location based information parameters

Abstract

A cognitive information processing system environment which includes a plurality of data sources; a cognitive inference and learning system coupled to receive a data from the plurality of data sources, the cognitive inference and learning system processing the data from the plurality of data sources to provide cognitively processed insights, the cognitive inference and learning system further comprising performing a learning operation to iteratively improve the cognitively processed insights over time; and, a destination, the destination receiving the cognitively processed insights.

Claims

1. A cognitive information processing system environment comprising:

a plurality of data sources, the plurality of data sources comprising at least one of a social data source stored in a social data repository, public data source stored in a public data repository, licensed data source stored in a licensed data repository and proprietary data source stored in a proprietary data repository;

a cognitive inference and learning system executing on an information processing system coupled to receive a data from the plurality of data sources, the cognitive inference and learning system processing the data from the plurality of data sources to provide cognitively processed insights, the cognitive inference and learning system further comprising performing a learning operation to iteratively improve the cognitively processed insights over time, the cognitive inference and learning system executing on a hardware processor of an information processing system, the cognitive inference and learning system and the information processing system providing a cognitive computing function, the cognitive inference and learning system comprising a cognitive platform, the cognitive platform comprising

a cognitive graph, the cognitive graph being derived from the plurality of data sources, the cognitive graph enabling the cognitive inference and learning system to render the cognitively processed insights;

a cognitive engine, the cognitive engine comprising a dataset engine, a graph query engine and an insight/learning engine,

a plurality of sourcing agents, the plurality of sourcing agents sourcing multi-site, multi-structured data streams,

a plurality of destination agents, the plurality of destination agents publishing the cognitively processed insights to a consumer of cognitive insight data; and

,

a destination, the destination receiving the cognitively processed insights via a cognitive insight stream, the cognitive insight stream comprising a stream of visualized insights, the destination comprising a cognitive application, the cognitive application enabling a user to interact with the cognitive insights, the cognitive application being a cloud-based application that learns from user engagement and data interactions.

2. The cognitive information processing system environment of claim 1, wherein:

the cognitive inference and learning system comprises an semantic analysis portion, the semantic analysis portion performing analysis operations to achieve a semantic level of understanding about language by relating syntactic structures.

3. The cognitive information processing system environment of claim 1, wherein:

the cognitive inference and learning system comprises a goal optimization portion, the goal optimization portion performing multi-criteria decision making operations to achieve a goal.

4. The cognitive information processing system environment of claim 1, wherein:

the cognitive inference and learning system comprises a collaborative filtering portion, the collaborative filtering portion filtering for information through collaborative involvement of a plurality of entities.

5. A cognitive information processing system environment comprising:

a plurality of data sources, the plurality of data sources comprising a public data source stored in a public data repository and a private data source stored in a private data repository, the private data repository being maintained within a private network environment;

a first cognitive inference and learning system executing on an information processing system coupled to receive a data from the plurality of data sources, the cognitive first inference and learning system processing the data from the public data source, the first cognitive inference and learning system executing on a first hardware processor of a first information processing system, the first cognitive inference and learning system and the information processing system providing a first cognitive computing function, the first cognitive inference and learning system comprising a hosted cognitive platform, the hosted cognitive platform comprising;

a hosted cognitive graph, the hosted cognitive graph being derived from the public data source;

a hosted cognitive engine, the hosted cognitive engine comprising a hosted dataset engine, a hosted graph query engine and a hosted insight/learning engine,

a plurality of hosted sourcing agents, the plurality of hosted sourcing agents sourcing multi-site, multi-structured data streams from the public data source,

a plurality of hosted destination agents; and

,

a second cognitive inference and learning system executing on an information processing system coupled to receive a data from the plurality of data sources, the cognitive second inference and learning system processing the data from the private data source, the second cognitive inference and learning system executing on a second hardware processor of a second information processing system, the second cognitive inference and learning system and the information processing system providing a second cognitive computing function, the second cognitive inference and learning system interacting with the first cognitive inference and learning system to provide cognitively processed insights, the second cognitive inference and learning system comprising a private cognitive platform, the private cognitive platform comprising;

a private cognitive graph, the private cognitive graph being derived from the private data source;

a private cognitive engine, the private cognitive engine comprising a private dataset engine, a private graph query engine and a private insight/learning engine;

a plurality of private sourcing agents, the plurality of private sourcing agents sourcing multi-site, multi-structured data streams from the public data source, and,

a plurality of private destination agents; and

,

a destination, the destination receiving the cognitively processed insights, the destination comprising a private cognitive application, the private cognitive application enabling a user to interact with the cognitively processed insights.

6. The cognitive information processing system environment of claim 5, wherein:

the first cognitive inference and learning system and the second cognitive inference and learning system each comprise a semantic analysis portion, the semantic analysis portion performing analysis operations to achieve a semantic level of understanding about language by relating syntactic structures.

7. The cognitive information processing system environment of claim 5, wherein:

the first cognitive inference and learning system and the second cognitive inference and learning system each comprise a goal optimization portion, the goal optimization portion performing multi-criteria decision making operations to achieve a goal.

8. The cognitive information processing system environment of claim 5, wherein:

the first cognitive inference and learning system and the second cognitive inference and learning system each comprise a collaborative filtering portion, the collaborative filtering portion filtering for information through collaborative involvement of a plurality of entities.