SG11201811624QA - System and method for learning-based group tagging - Google Patents

Abstract

INTERNATIONAL APPLICATION PUBLISHED UNDER THE PATENT COOPERATION TREATY (PCT) (19) World Intellectual Property C.--.` Organization 3 11111111111111111111111111 1111111111111111111111111111111111111111111 International Bureau (10) International Publication Number (43) International Publication Date .....•\"\"- WO 2018/191918 Al 25 October 2018 (25.10.2018) WIP0 I PCT (51) International Patent Classification: YANG, Fan; Building 34, No. 8 Dongbeiwang West Road, GOOF 17/30 (2006.01) Haidian District, Beijing 100193 (US). (21) International Application Number: (74) Agent: METIS IP (CHENGDU) LLC; (No.846 South PCT/CN2017/081279 Tianfu Road), Tianfu Innovation Center, Chengdu, Sichuan 610213 (CN). (22) International Filing Date: 20 April 2017 (20.04.2017) (81) Designated States (unless otherwise indicated, for every (25) Filing Language: English kind of national protection available): AE, AG, AL, AM, AO, AT, AU, AZ, BA, BB, BG, BH, BN, BR, BW, BY, BZ, (26) Publication Language: English CA, CH, CL, CN, CO, CR, CU, CZ, DE, DJ, DK, DM, DO, (71) Applicant: BEIJING DIDI INFINITY TECHNOLOGY DZ, EC, EE, EG, ES, FI, GB, GD, GE, GH, GM, GT, HN, AND DEVELOPMENT CO., LTD. [CN/CN]; Building 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, 34, No. 8 Dongbeiwang West Road, Haidian District, Bei- MK, MN, MW, MX, MY, MZ, NA, NG, NI, NO, NZ, OM, jing 100193 (CN). PA, PE, PG, PH, PL, PT, QA, RO, RS, RU, RW, SA, SC, (72) Inventors: YANG, Wenjun; Building 34, No. 8 Dongbei- SD, SE, SG, SK, SL, SM, ST, SV, SY, TH, TJ, TM, TN, TR, wang West Road, Haidian District, Beijing 100193 (CN). TT, TZ, UA, UG, US, UZ, VC, VN, ZA, ZM, ZW. LI, Zang; Building 34, No. 8 Dongbeiwang West Road, (84) Designated States (unless otherwise indicated, for every Haidian District, Beijing 100193 (CN). LING, Hongbo; kind of regional protection available): ARIPO (BW, GH, Building 34, No. 8 Dongbeiwang West Road, Haidian Dis- GM, KE, LR, LS, MW, MZ, NA, RW, SD, SL, ST, SZ, TZ, trict, Beijing 100193 (CN). CAO, Lifeng; Building 34, UG, ZM, ZW), Eurasian (AM, AZ, BY, KG, KZ, RU, TJ, No. 8 Dongbeiwang West Road, Haidian District, Beijing = TM), European (AL, AT, BE, BG, CH, CY, CZ, DE, DK, — 100193 (CN). CHANG, Zhihua; Building 34, No. 8 Dong- EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LT, LU, LV, beiwang West Road, Haidian District, Beijing 100193 (CN). = MC, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, = — (54) Title: SYSTEM AND METHOD FOR LEARNING-BASED GROUP TAGGING (57) : Systems and methods are provided for group tagging. Such sys- loo - tem may comprise processors accessible to platform data that comprises a plu- _ rality of users and a plurality of associated data fields, and a memory storing = instructions that, when executed by the processors, cause the system to perform = a method. The method may comprise obtaining a first subset users and associ- ated first tags; determining, respectively for the associated data fields, at least — = Data Store 108 Data Store 109 a difference between the first subset users and at least some of the plurality of users; responsive to determining the difference exceeding a first threshold, de- = = termining the data field as a key data field; determining data of the correspond- ing key data fields associated with the first subset users as positive samples; obtaining, based on the key data fields, a second subset users and associated System 102 data as negative samples; and training a rule model with the positive and neg- ative samples. = Processor Memory 104 106 — Computing 11 Device 120 GC : 11 t:t 11 Computing Device 110 • • • Computing Device 111 • • • Computing Device 112 t:t 11 \.. GC Il FIGURE 1 0 N O [Continued on next page] WO 2018/191918 Al O II TR), OAPI (BF, BJ, CF, CG, CI, CM, GA, GN, GQ, GW, KM, ML, MR, NE, SN, TD, TG). Published: — with international search report (Art. 21(3))