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bboalimoe/gist:7f6619dc78270863213e

Created May 21, 2015 10:14
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poi probabitlity
Raw
gistfile1.txt
FORMAT: 1A
HOST: 120.27.30.239:9333
# Location Probability
## Compute Location Probability [/senz/locationprob/]
### Do Compute [POST]
推测用户将去的poi可能性
Post参数:
+ external_user (string) - external数据点的用户标识
+ dev_key (string) - external开发者key
+ user_trace (list) - user的gps点集
+ Request (application/json)
+ Header
auth-key : 123abc456
+ Body
{
"external_user":"jiusi",
"dev_key":"wzf",
"user_trace":[
{
"timestamp":1427642632501,
"location":{
"latitude":39.9874399,
"__type":"GeoPoint",
"longitude":116.4383235
}
}
]
}
+ Response 200 (application/json)
+ Body
{
"results":[
{
"timestamp":1427642632501,
"pois":[
{
"title":"芍药居5号院",
"address":"太阳宫",
"location":{
"lat":39.981457,
"lng":116.431786
},
"_distance":0,
"type":{
"mapping_type":"residence",
"objectId":"554dd658e4b031c7f9c8a45a",
"source":"tencent",
"createdAt":"2015-05-09T09:41:44.303Z",
"updatedAt":"2015-05-09T09:41:44.303Z",
"origin_type":"房产小区;住宅区;住宅小区"
},
"id":"9263929552708456988",
"_dir_desc":"内"
},
{
"title":"对外经济贸易大学",
"address":"北京市朝阳区惠新东街10号",
"location":{
"lat":39.981441,
"lng":116.430954
},
"_distance":71.7,
"type":{
"mapping_type":"university",
"objectId":"554dd658e4b031c7f9c8a450",
"source":"tencent",
"createdAt":"2015-05-09T09:41:44.215Z",
"updatedAt":"2015-05-09T09:41:44.215Z",
"origin_type":"教育学校;大学"
},
"id":"11509550797047545467",
"_dir_desc":"东"
},
{
"title":"神舟商旅酒店(芍药居店)",
"address":"北京市朝阳区芍药居甲3号院甲3号楼",
"location":{
"lat":39.981255,
"lng":116.431786
},
"_distance":22.3,
"type":{
"mapping_type":"motel",
"objectId":"554dd658e4b031c7f9c8a461",
"source":"tencent",
"createdAt":"2015-05-09T09:41:44.391Z",
"updatedAt":"2015-05-09T09:41:44.391Z",
"origin_type":"酒店宾馆;酒店宾馆"
},
"id":"17585453796931759641",
"_dir_desc":"北"
},
{
"title":"芍药居2号院",
"address":"北京市朝阳区芍药居2号院1号",
"location":{
"lat":39.980675,
"lng":116.431793
},
"_distance":87,
"type":{
"mapping_type":"residence",
"objectId":"554dd658e4b031c7f9c8a45a",
"source":"tencent",
"createdAt":"2015-05-09T09:41:44.303Z",
"updatedAt":"2015-05-09T09:41:44.303Z",
"origin_type":"房产小区;住宅区;住宅小区"
},
"id":"12472555207126328177",
"_dir_desc":"北"
},
{
"title":"吉利家园",
"address":"太阳宫",
"location":{
"lat":39.981472,
"lng":116.43293
},
"_distance":96.7,
"type":{
"mapping_type":"residence",
"objectId":"554dd658e4b031c7f9c8a45a",
"source":"tencent",
"createdAt":"2015-05-09T09:41:44.303Z",
"updatedAt":"2015-05-09T09:41:44.303Z",
"origin_type":"房产小区;住宅区;住宅小区"
},
"id":"4169589921550371832",
"_dir_desc":"西"
},
{
"title":"神舟商旅(芍药居店)",
"address":"北京市朝阳区芍药居甲3号院甲3号楼",
"location":{
"lat":39.981171,
"lng":116.43148
},
"_distance":41.1,
"type":{
"mapping_type":"guest_house",
"objectId":"554dd658e4b031c7f9c8a45e",
"source":"tencent",
"createdAt":"2015-05-09T09:41:44.354Z",
"updatedAt":"2015-05-09T09:41:44.354Z",
"origin_type":"酒店宾馆;旅馆招待所"
},
"id":"13535403870232901427",
"_dir_desc":""
},
{
"title":"对外经济贸易大学虹远楼",
"address":"北京市朝阳区",
"location":{
"lat":39.982098,
"lng":116.430664
},
"_distance":119.3,
"type":{
"mapping_type":"residence",
"objectId":"554dd658e4b031c7f9c8a45a",
"source":"tencent",
"createdAt":"2015-05-09T09:41:44.303Z",
"updatedAt":"2015-05-09T09:41:44.303Z",
"origin_type":"房产小区;住宅区;住宅小区"
},
"id":"13977279533584913141",
"_dir_desc":"东南"
},
{
"title":"对外经济贸易大学(东门)",
"address":"北京市朝阳区惠新东街10号",
"location":{
"lat":39.980549,
"lng":116.430962
},
"_distance":123.1,
"type":{
"mapping_type":"university",
"objectId":"554dd658e4b031c7f9c8a450",
"source":"tencent",
"createdAt":"2015-05-09T09:41:44.215Z",
"updatedAt":"2015-05-09T09:41:44.215Z",
"origin_type":"教育学校;大学"
},
"id":"4686226536071583609",
"_dir_desc":"附近"
},
{
"title":"芍药居4号院",
"address":"文学馆路",
"location":{
"lat":39.982376,
"lng":116.432907
},
"_distance":140.1,
"type":{
"mapping_type":"residence",
"objectId":"554dd658e4b031c7f9c8a45a",
"source":"tencent",
"createdAt":"2015-05-09T09:41:44.303Z",
"updatedAt":"2015-05-09T09:41:44.303Z",
"origin_type":"房产小区;住宅区;住宅小区"
},
"id":"15317958825010779300",
"_dir_desc":"西南"
},
{
"title":"芍药居综合楼",
"address":"北京市朝阳区芍药居甲2号院12号",
"location":{
"lat":39.979977,
"lng":116.431786
},
"_distance":164.8,
"type":{
"mapping_type":"business_building",
"objectId":"554dd658e4b031c7f9c8a459",
"source":"tencent",
"createdAt":"2015-05-09T09:41:44.295Z",
"updatedAt":"2015-05-09T09:41:44.295Z",
"origin_type":"房产小区;商务楼宇"
},
"id":"8813148219785868609",
"_dir_desc":"北"
}
],
"location":{
"latitude":39.9874399,
"__type":"GeoPoint",
"longitude":116.4383235
},
"poi_probability":{
"life_service":{
"ticket_agent":2.797000478442371e-05,
"electricity_office":2.797000478442371e-05,
"housekeeping":2.797000478442371e-05,
"talent_market":2.797000478442371e-05,
"telecom_offices":2.797000478442371e-05,
"photographic_studio":2.797000478442371e-05,
"welfare_house":2.797000478442371e-05,
"newstand":2.797000478442371e-05,
"travel_agency":2.797000478442371e-05,
"pet_service":2.797000478442371e-05,
"barbershop":2.797000478442371e-05,
"lottery_station":2.797000478442371e-05,
"intermediary":2.797000478442371e-05,
"post_office":2.797000478442371e-05,
"water_supply_office":2.797000478442371e-05,
"salvage_station":2.797000478442371e-05,
"sum_probability":0.0005754900813352031,
"laundry":2.797000478442371e-05
},
"infrastructure":{
"other_infrastructure":2.797000478442371e-05,
"public_utilities":2.797000478442371e-05,
"traffic":2.797000478442371e-05,
"sum_probability":0.00021188001913769486,
"toll_station":2.797000478442371e-05
},
"shopping":{
"gift_store":2.797000478442371e-05,
"convenience_store":2.797000478442371e-05,
"bike_store":2.797000478442371e-05,
"photography_store":2.797000478442371e-05,
"sum_probability":0.0007433101100417454,
"pawnshop":2.797000478442371e-05,
"flea_market":2.797000478442371e-05,
"farmers_market":2.797000478442371e-05,
"pet_market":2.797000478442371e-05,
"glass_store":2.797000478442371e-05,
"digital_store":2.797000478442371e-05,
"jewelry_store":2.797000478442371e-05,
"sports_store":2.797000478442371e-05,
"supermarket":2.797000478442371e-05,
"stationer":2.797000478442371e-05,
"cosmetics_store":2.797000478442371e-05,
"antique_store":2.797000478442371e-05,
"comprehensive_market":2.797000478442371e-05,
"video_store":2.797000478442371e-05,
"commodity_market":2.797000478442371e-05,
"cigarette_store":2.797000478442371e-05,
"clothing_store":2.797000478442371e-05,
"mother_store":2.797000478442371e-05,
"furniture_store":2.797000478442371e-05
},
"finance":{
"insurance_company":2.797000478442371e-05,
"sum_probability":0.00021188001913769486,
"atm":2.797000478442371e-05,
"bank":2.797000478442371e-05,
"security_company":2.797000478442371e-05
},
"estate":{
"business_building":0.018507181903619697,
"residence":0.3740863681574733,
"sum_probability":0.392693550061093
},
"entertainment":{
"coffee":2.797000478442371e-05,
"night_club":2.797000478442371e-05,
"bar":2.797000478442371e-05,
"odeum":2.797000478442371e-05,
"cinema":2.797000478442371e-05,
"game_room":2.797000478442371e-05,
"ktv":2.797000478442371e-05,
"resort":2.797000478442371e-05,
"outdoor":2.797000478442371e-05,
"bath_sauna":2.797000478442371e-05,
"internet_bar":2.797000478442371e-05,
"sum_probability":0.0004076700526286609
},
"scenic_spot":{
"sum_probability":0.0001
},
"office":{
"sum_probability":5.333958837855169e-05
},
"hotel":{
"economy_hotel":2.797000478442371e-05,
"motel":0.020961574482454004,
"hotel":2.797000478442371e-05,
"guest_house":0.015224325402258423,
"sum_probability":0.0363698098990657,
"hostel":2.797000478442371e-05
},
"auto_related":{
"car_maintenance":2.797000478442371e-05,
"parking_plot":2.797000478442371e-05,
"auto_repair":2.797000478442371e-05,
"gas_station":2.797000478442371e-05,
"car_wash":2.797000478442371e-05,
"motorcycle":2.797000478442371e-05,
"auto_sale":2.797000478442371e-05,
"sum_probability":0.000295790033490966
},
"dining":{
"chafing_dish":2.797000478442371e-05,
"cooler":2.797000478442371e-05,
"dessert":2.797000478442371e-05,
"seafood":2.797000478442371e-05,
"muslim":2.797000478442371e-05,
"buffet":2.797000478442371e-05,
"snack_bar":2.797000478442371e-05,
"vegetarian_diet":2.797000478442371e-05,
"chinese_restaurant":2.797000478442371e-05,
"japan_korea_restaurant":2.797000478442371e-05,
"western_restaurant":2.797000478442371e-05,
"sum_probability":0.0004356400574130846,
"bbq":2.797000478442371e-05
},
"healthcare":{
"emergency_center":2.797000478442371e-05,
"hospital":2.797000478442371e-05,
"drugstore":2.797000478442371e-05,
"clinic":2.797000478442371e-05,
"sum_probability":0.00021188001913769486
},
"exhibition":{
"exhibition_hall":2.797000478442371e-05,
"museum":2.797000478442371e-05,
"library":2.797000478442371e-05,
"gallery":2.797000478442371e-05,
"convention_center":2.797000478442371e-05,
"sum_probability":0.0002678200287065423,
"science_museum":2.797000478442371e-05
},
"unknown":{
"sum_probability":2.797000478442371e-05
},
"home":{
"sum_probability":0.5594280656932585
},
"education":{
"adult_education":2.797000478442371e-05,
"technical_school":2.797000478442371e-05,
"training_institutions":2.797000478442371e-05,
"university":0.008998084303680666,
"kinder_garten":2.797000478442371e-05,
"primary_school":2.797000478442371e-05,
"high_school":2.797000478442371e-05,
"sum_probability":0.009265904332387206
}
}
}
]
}
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