US 20150073871A1 (19) United States (12) Patent Application Publication (10) Pub. N0.: US 2015/0073871 A1 Hu et al. (54) (43) Pub. Date: PROVIDING TREND DATA FOR PRODUCT (52) CONTENT Mar. 12, 2015 US. Cl. USPC ....................................... .. 705/7.33; 705/7.29 (75) Inventors: Yu Ping Hu, Mountain View, CA (US); Vinod R. Marur, Palo Alto, CA (U S); Gaurav R. Bhaya, Sunnyvale, CA (US); Suresh K. Batchu, Sunnyvale, CA (U S); (57) ABSTRACT RUdOIf cornehs Marla de ROOIJ’ Systems and methods for providing display data indicative of sunnyvale’ CA (Us) trend data include providing, at a server, a set of queries for (73) Assignee: Google Inc. product content, Wherein the product content comprises attributes of a product; receiving, at the server, a request to (21) APPL NO; 13/419,266 sort results from the set of queries based on the attribute and on a time period; generating a value based on the sorted query (22) Filed; Man 13, 2012 Publication Classi?cation (51) Int. Cl. G06Q 30/02 (2012.01) results and the time period; aggregating each value for each time period With values from other results from other queries Within the time period; storing the aggregated value in a database; retrieving the stored value to determine trend data relating to the product content; and providing display data indicative of the trend data. 10x )3 Product data source I 1Q 13 Query Product data source 13 Product data source I 1 Processor 19 Database Patent Application Publication Mar. 12, 2015 Sheet 1 0f 21 US 2015/0073871 A1 10-\‘ I j Product data source 15 \ )3 Query Product data source }3 Product data source 1 Processor 19 FIG. 1 Database Patent Application Publication |A1||A3| Mar. 12, 2015 Sheet 2 0f 21 J IBZ||86| US 2015/0073871 A1 j3 |01||05| lA1||A2||A3| |B1||82||B3|<j205 imllczllcsl J, 207 |A1||A2| IMIIMIIABI / APR=O.8 APR=0.7 ln!erest=1.5% |nteresl=1.2% APR=N% Interest=|N% for Day 1 73 ) Scenario A Daily All-Data Average 75 ) Daily Best‘ Daily Best‘ APR Interest Rate 79 ) Weekly ‘ Average "511 "@JJ "DH "EU 11 l Data Time Series FIG _ 2 21 1 4/ Patent Application Publication Mar. 12, 2015 Sheet 3 0f 21 US 2015/0073871 A1 301 33’ Receive criteria and time d/ i 303 Locate query that matches criteria and time it 305 Retrieve data time series 2 402 4%} Provide set of queries for product content J ¢ . 404 . Receive request to sort results from the set of queries Generate value based on sorted query results and time _./ 406 _/ penod Aggregate each value for each time period with values from other results from other queries within time period $ 408 / 410 Store aggregated values ¢ 412 Retrieve stored value to determine trend data t Provide display data indicative of trend data FIG. 4 414 Patent Application Publication Mar. 12, 2015 Sheet 4 0f 21 US 2015/0073871 A1 omeyciu mm .QIm _Emnwcmn?ag.o 2 mm - -I semmwm sH a 2Em$5m.2wEm-cm -K mm Patent Application Publication US 2015/0073871 A1 Mar. 12, 2015 Sheet 5 0f 21 25 9mm1u.t:5u0a _9m325u83m% +36wo2m5L~1+c80@ua0a:9od}t6“2;m,3Eewn5 2N:+E53u8n2<4i,o2m ??g$3 2%$5 £30261$ I5093]:.28,315%? ]53~#62E95<36 MULB ‘OFIYO 8B.a3E5tmei Qwrw @.OE Patent Application Publication Mar. 12, 2015 Sheet 8 0f 21 US 2015/0073871 A1 Sow3m Sow9?. 6oU6wL@imu05c9utaod6i;21:utmanw oh9Ig2QLot>m5:Eatu6i.0Doe;21tg0w L1 _M9.u:c03o1:r26?a anmww i_/ Em:vi3<6»<0569?26» U S8x:<8ia< @ U 8x:RE8Q;i Patent Application Publication Mar. 12, 2015 Sheet 10 0f 21 US 2015/0073871 A1 mm.QI 8:2 228is5 .<3e78t2c- NoE;E“28m,At29?: uwNhmieEsrt<AH s“Ecwo:5i9a0u6ml3zgw a my» w“ 02 02u: 02w: 352 :@o3z2u6ELw? 02u: 129:,653.“sz mom x23.uv5s3m: 3~2E9.<51 V z.uL3mw>o. £:653 3m2eE:.L3Sw6ma >Etsu6g,M“Em.e F5u2m5u WULESQ E33uzoa 3£5.2‘: 2s8z36taum “92:69a 5w91tu65 w zom omw a350m e .8wa:z2uL5k O8a2n3?5 ES.H33. 0mE sua 23595m Uxunsmu _H_3:5L? 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