SG11201805746YA - Self-service classification system - Google Patents

Self-service classification system

Info

Publication number
SG11201805746YA
SG11201805746YA SG11201805746YA SG11201805746YA SG11201805746YA SG 11201805746Y A SG11201805746Y A SG 11201805746YA SG 11201805746Y A SG11201805746Y A SG 11201805746YA SG 11201805746Y A SG11201805746Y A SG 11201805746YA SG 11201805746Y A SG11201805746Y A SG 11201805746YA
Authority
SG
Singapore
Prior art keywords
international
data store
user
date
classification
Prior art date
Application number
SG11201805746YA
Inventor
Hila Zarosim
Oren Hazai
Shai Hertz
Ofri Rom
Ehud Azikri
Lior Weintraub
Yael Lindman
Enav Weinreb
Savva Khalaman
Yossi Ben-Shlomo
Dmitry Levinson
Evyatar Sharabi
Alexandra Goldshlager
Original Assignee
Thomson Reuters Global Resources Unlimited Co
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 Thomson Reuters Global Resources Unlimited Co filed Critical Thomson Reuters Global Resources Unlimited Co
Publication of SG11201805746YA publication Critical patent/SG11201805746YA/en

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/35—Clustering; Classification
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00—Computer-aided design [CAD]
    • G06F30/20—Design optimisation, verification or simulation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/30—Semantic analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/02—Knowledge representation; Symbolic representation
    • G06N5/022—Knowledge engineering; Knowledge acquisition
    • G06N5/025—Extracting rules from data
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G06N20/10—Machine learning using kernel methods, e.g. support vector machines [SVM]

Abstract

INTERNATIONAL APPLICATION PUBLISHED UNDER THE PATENT COOPERATION TREATY (PCT) (19) World Intellectual Property Organization International Bureau (43) International Publication Date 12 October 2017 (12.10.2017) WIPO I PCT (10) International Publication Number WO 2017/176749 Al (51) International Patent Classification: G06F 3/0482 (2013.01) GO6K 9/62 (2006.01) G06F 17/28 (2006.01) G1OL 15/18 (2013.01) (21) International Application Number: PCT/US2017/025937 (22) International Filing Date: 4 April 2017 (04.04.2017) (25) Filing Language: English (26) Publication Language: English (30) Priority Data: 62/318,412 5 April 2016 (05.04.2016) US 62/376,039 17 August 2016 (17.08.2016) US (71) Applicant: THOMSON REUTERS GLOBAL RE- SOURCES UNLIMITED COMPANY [IE/CH]; Neuhof- strasse 1, 6340 Baar (CH). (72) Inventor; and (71) Applicant (for US only): HERTZ, Shai [IL/US]; 2 Chauncy, Apartment 4, Cambridge, MA 02138 (US). (72) Inventors: ZAROSIM, Hila; Moshe Sharet 22, Bat Yam (IL). HAZAI, Oren; Zeiltin 13, Tel Aviv (IL). ROM, Ofri; Harey Yehuda 59, Ganey Tikva (IL). AZIKRI, Ehud; Keren Kayemet 7/5, Herzliya (IL). WEINTRAUB, Lior; Einsfein 15, Petach Tikva (IL). LINDMAN, Yael; Haerez 5/06, Shoham (IL). WEINREB, Enav; Hanesiim 45/9, Petach Tikva (IL). KHALAMAN, Savva; Jabotinsky 50/807, Givat Shmuel (IL). BEN-SHLOMO, Yossi; Lasal 22, Tel Aviv (IL). LEVINSON, Dmitry; Wormaiza 7/10, Tel Aviv (IL). SHARABI, Evyatar; HaBustan 10, Kfar Hess (IL). GOLDSHLAGER, Alexandra, Rabinovich; Dizingof 81, Tel Aviv (IL). (74) Agent: CHAN-PARSONS, Katy; Thomason Reuters c/o Intellectual Property, 3 Times Square, New York, NY 10036 (US). (81) Designated States (unless otherwise indicated, for every kind of national protection available): AE, AG, AL, AM, AO, AT, AU, AZ, BA, BB, BG, BH, BN, BR, BW, BY, BZ, CA, CH, CL, CN, CO, CR, CU, CZ, DE, DJ, DK, DM, DO, DZ, EC, EE, EG, ES, FI, GB, GD, GE, GH, GM, GT, HN, HR, HU, ID, IL, IN, IR, IS, JP, KE, KG, KH, KN, KP, KR, KW, KZ, LA, LC, LK, LR, LS, LU, LY, MA, MD, ME, MG, MK, MN, MW, MX, MY, MZ, NA, NG, NI, NO, NZ, OM, PA, PE, PG, PH, PL, PT, QA, RO, RS, RU, RW, SA, SC, SD, SE, SG, SK, SL, SM, ST, SV, SY, TH, TJ, TM, TN, TR, TT, TZ, UA, UG, US, UZ, VC, VN, ZA, ZM, ZW. (84) Designated States (unless otherwise indicated, for every kind of regional protection available): ARIPO (BW, GH, GM, KE, LR, LS, MW, MZ, NA, RW, SD, SL, ST, SZ, TZ, UG, ZM, ZW), Eurasian (AM, AZ, BY, KG, KZ, RU, TJ, TM), European (AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LT, LU, [Continued on next page] (54) Title: SELF-SERVICE CLASSIFICATION SYSTEM 100 CLASSIFICATION SERVER RAN UM ACCESS MEMORY 114 PROCESSOR 112 INPUT/ OUTPUT tie L 111111111111110111011111111111010111110111010111100111011111110111111111110111111 Production Server 180 production dataset 182 L test datesel 184 NON-VOLATILE MEMORY ,20 Waillerig - Filtering ! Med - erffig Training - Trilling Module Module Module Module Module 122 124 ! 128 128 130 esting Publication Module Module 132 134 W O 20 1717 / 67 49 Al DATA STORE 140 User Date Store 142 Customized Classincation Model Data Store 148 Filtered User Data Store 144 Taxonomy Date Store 150 Preliminary Model Data Store 148 NETWORK 160 Access Device 170 user interface 174 FIG. 1 (57) : Systems, technologies and techniques for generating a customized classification model are disclosed. The system and technologies, such as THOMSON REUTERS SELF-SERVICE CLASSIFICATIONTM, employ part machine learning and part an user interactive approach to generate a customized classification model. The system combines a novel approach for text classifica- tion using a smaller initial set of data to initiate training, with a unique workflow and user interaction for customization. WO 2017/176749 Al MIDEDIMOHNIIMME3010MINEDIEEMEHOIMI LV, MC, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, Published: SM, TR), OAPI (BF, BJ, CF, CG, CI, CM, GA, GN, GQ, GW, KM, ML, MR, NE, SN, TD, TG). with international search report (Art. 21(3))
SG11201805746YA 2016-04-05 2017-04-04 Self-service classification system SG11201805746YA (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201662318412P 2016-04-05 2016-04-05
US201662376039P 2016-08-17 2016-08-17
PCT/US2017/025937 WO2017176749A1 (en) 2016-04-05 2017-04-04 Self-service classification system

Publications (1)

Publication Number Publication Date
SG11201805746YA true SG11201805746YA (en) 2018-08-30

Family

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Family Applications (1)

Application Number Title Priority Date Filing Date
SG11201805746YA SG11201805746YA (en) 2016-04-05 2017-04-04 Self-service classification system

Country Status (7)

Country Link
US (1) US10990897B2 (en)
CN (1) CN108463795B (en)
AU (3) AU2017246552B2 (en)
CA (1) CA3008462A1 (en)
HK (1) HK1258866A1 (en)
SG (1) SG11201805746YA (en)
WO (1) WO2017176749A1 (en)

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Also Published As

Publication number Publication date
AU2019236757A1 (en) 2019-10-17
CN108463795A (en) 2018-08-28
US20170286869A1 (en) 2017-10-05
CN108463795B (en) 2022-03-08
CA3008462A1 (en) 2017-10-12
HK1258866A1 (en) 2019-11-22
WO2017176749A1 (en) 2017-10-12
AU2017246552A1 (en) 2018-07-19
AU2019236757B2 (en) 2020-12-24
AU2017246552B2 (en) 2019-08-29
US10990897B2 (en) 2021-04-27
AU2019236756A1 (en) 2019-10-17

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