WO2013115985A3 - Architecture for natural language querying in service analytics domains - Google Patents

Architecture for natural language querying in service analytics domains Download PDF

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Publication number
WO2013115985A3
WO2013115985A3 PCT/US2013/021626 US2013021626W WO2013115985A3 WO 2013115985 A3 WO2013115985 A3 WO 2013115985A3 US 2013021626 W US2013021626 W US 2013021626W WO 2013115985 A3 WO2013115985 A3 WO 2013115985A3
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WO
WIPO (PCT)
Prior art keywords
natural language
domains
architecture
service
service analytics
Prior art date
Application number
PCT/US2013/021626
Other languages
French (fr)
Other versions
WO2013115985A2 (en
Inventor
Dmitriy Fradkin
Fabian Moerchen
Dan G. Tecuci
Original Assignee
Siemens Corporation
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Siemens Corporation filed Critical Siemens Corporation
Publication of WO2013115985A2 publication Critical patent/WO2013115985A2/en
Publication of WO2013115985A3 publication Critical patent/WO2013115985A3/en

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24—Querying
    • G06F16/245—Query processing
    • G06F16/2452—Query translation
    • G06F16/24522—Translation of natural language queries to structured queries

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Artificial Intelligence (AREA)
  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Machine Translation (AREA)

Abstract

A natural language interface is used to interact with data in a service analytics database. Domain entities from the database are initially mapped to an entity relationship model including machines, events, sensor values, service notifications, and spare parts records. A natural language query is then parsed, mapped to elements of the entity relation model and translated into a standard query language.
PCT/US2013/021626 2012-02-01 2013-01-16 Architecture for natural language querying in service analytics domains WO2013115985A2 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US201261593372P 2012-02-01 2012-02-01
US61/593,372 2012-02-01

Publications (2)

Publication Number Publication Date
WO2013115985A2 WO2013115985A2 (en) 2013-08-08
WO2013115985A3 true WO2013115985A3 (en) 2013-12-12

Family

ID=47604258

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/US2013/021626 WO2013115985A2 (en) 2012-02-01 2013-01-16 Architecture for natural language querying in service analytics domains

Country Status (1)

Country Link
WO (1) WO2013115985A2 (en)

Families Citing this family (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8984390B2 (en) 2008-09-15 2015-03-17 Palantir Technologies, Inc. One-click sharing for screenshots and related documents
US9934258B2 (en) 2014-03-31 2018-04-03 Oracle International Corporation Dynamic generation of database views and class objects for providing access to repository data
US9542446B1 (en) * 2015-12-17 2017-01-10 Palantir Technologies, Inc. Automatic generation of composite datasets based on hierarchical fields
US11100469B2 (en) * 2016-10-25 2021-08-24 International Business Machines Corporation Cross-domain collaborative data log
US11023461B2 (en) * 2018-01-19 2021-06-01 Servicenow, Inc. Query translation
US10901986B2 (en) 2018-09-04 2021-01-26 International Business Machines Corporation Natural language analytics queries
CN113282717B (en) * 2021-07-23 2021-10-29 北京惠每云科技有限公司 Method and device for extracting entity relationship in text, electronic equipment and storage medium

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2001090953A2 (en) * 2000-05-19 2001-11-29 Rensselaer Polytechnic Institute Natural language interface for database queries
US20100185643A1 (en) * 2009-01-20 2010-07-22 Oracle International Corporation Techniques for automated generation of queries for querying ontologies

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2001090953A2 (en) * 2000-05-19 2001-11-29 Rensselaer Polytechnic Institute Natural language interface for database queries
US20100185643A1 (en) * 2009-01-20 2010-07-22 Oracle International Corporation Techniques for automated generation of queries for querying ontologies

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
ANA-MARIA POPESCU ET AL: "Towards a Theory of Natural Language Interfaces to Databases", IUI '03: PROCEEDINGS OF THE 8TH INTERNATIONAL CONFERENCE ON INTELLIGENT USER INTERFACES, 12 January 2003 (2003-01-12), pages 149 - 157, XP055081735, Retrieved from the Internet <URL:http://homes.cs.washington.edu/~etzioni/papers/nli-iui03.pdf> [retrieved on 20130930] *
FRANK MENG ET AL: "Database Query Formation from Natural Language using Semantic Modeling and Statistical Keyword Meaning Disambiguation", 1 January 1999 (1999-01-01), XP055081888, Retrieved from the Internet <URL:http://www.cobase.cs.ucla.edu/tech-docs/ucla-990003.pdf> [retrieved on 20131001] *

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Publication number Publication date
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