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人臉識別技術應用的機遇與挑戰

2019年12月27日 作者:佚名 來源:新華網 瀏覽數:934

FENXIANGZHISHOUJI

RENLIANSHIBIEJISHUDEYANJIUZUIZAOQIYUANYU20SHIJI60NIANDAI,DAO90NIANDAIJINRULECHUJIYINGYONGJIEDUAN。JINNIANLAI,SUIZHUJISUANJISHIJUEJISHU、DASHUJU、RENGONGZHINENG、JIQIXUEXIDENGJISHUDEJISUFAZHAN,RENLIANSHIBIEJISHUZAIGEGUOCHUXIANLEBAOFASHIZENGCHANG,GEIRENMENDEGONGZUOHESHENGHUODAILAILEJIDABIANLI。

圖為智能人臉識別系統演示。圖片來源:東方IC

TUWEIZHINENGRENLIANSHIBIEXITONGYANSHI。TUPIANLAIYUAN:DONGFANGIC

完美兼职网赚论坛GENJUQUANQIUDIERDASHICHANGYANJIUJIGOUMarkets and MarketsNIANZHONGFABUDEYUCE,2019NIANQUANQIURENLIANSHIBIESHICHANGGUIMOYUJIWEI32YIMEIYUAN,WUNIANHOUJIANGDA79YIMEIYUAN,SHICHANGDEZHUYAOQUDONGLILAIZIYUGEGUOZHENGFU、GUOTUANQUAN、JINRONG、LINGSHOU、YILIAOBAOJIANDENGFUWULINGYU。RANER,RENLIANSHIBIEJISHUZAIKUAISUFAZHAN、SHENRUSHEHUIDETONGSHI,YEGEIWOMENDAILAILEZHUDUOANQUANTIAOZHAN。GERENYINSISHUJUXIELOU、JISHULANYONGDENGZAOCHENGDEXINXIANQUANFENGXIANWENTIJIDAIJIEJUE。2019NIANFASHENGDEDUOQIRENLIANSHIBIEANQUANSHIJIANYIYINQILEQUANQIUGEJIERENSHIDUIRENLIANSHIBIEJISHUYINGYONGGUIZHIDESHENCENGFANSI。

人臉識別技術帶來的新機遇

MUQIAN,CONGQUANQIURENLIANSHIBIEJISHULINGYUDEYINGYONGCHANGJINGBUJULAIKAN,ANFANG、JINRONG、JIAOTONGSHIXIANGDUIBUJUJIAOWEICHENGSHUDELINGYU,ERZAILINGSHOU、GUANGGAO、ZHINENGSHEBEI、JIAOYU、YILIAO、YULEDENGLINGYUYEJUNYOUJIAODUOYINGYONGCHANGJING,WEIJINGJISHEHUIDEFAZHANYIJIRENMENRICHANGSHENGHUODEBIANJIEDAILAILEXINJIYU。

1.ZHINENGANFANGLINGYU

SUIZHUZHIHUICHENGSHI、DASHUJU、RENGONGZHINENGDENGXIANGMUKAIZHANHEJISHUYINGYONG,ZHINENGANFANGLINGYUDUIYURENLIANSHIBIEJISHUDEXUQIUYUELAIYUEDA。RENLIANSHIBIEZUOWEIYIZHONGFEICHANGZHONGYAODESHENFENSHIBIESHOUDUAN,ZAIGONGANXUNJIAN、WANGSHANGZHUITAO、HUJIDIAOCHA、ZHENGJIANCHAYANDENGFANGMIANDEDAOLEGUANGFANYINGYONG。TONGSHI,RENLIANSHIBIEYEKEYIYONGZUOFANGWENKONGZHIDEYIZHONGSHOUDUAN,YANSHENCHULEZHURUKAOQINXITONG、MENJINXITONGDENGFANGMIANDEYINGYONG,QUEBAOZHIYOUJINGGUOSHOUQUANDERENYUANCAINENGJINRUMOUXIEQUYU。

2.JINRONGJIAOYILINGYU

完美兼职网赚论坛RENLIANSHIBIEZAIJINRONGJIAOYILINGYUDEYINGYONGYEFEICHANGPUBIAN,QIYINGYONGCHANGJINGZHUYAOBAOKUORENLIANSHIBIECUNQUKUAN、DIANZIYINXINGYUANCHENGKAIHU、ZAIXIANWANGLUOZHIFUDENGFANGMIAN。ZAOZAI2013NIAN,FENLANCHUANGYEGONGSIUniqulJIUTUICHULEQUANQIUDIYIKUANJIYULIANBUSHIBIEXITONGDEZHIFUPINGTAI。UniqulDERENLIANSHIBIEXITONGJIANGYONGHUMIANBUSHENGWUSHUJUYUSHUJUKUZHONGDEZHANGHUPIPEI,DUANSHIJIANNEIJIKEKUAISUWANCHENGSHENFENQUERENHEJIAOYILIUCHENG。

3.GONGGONGJIAOTONGLINGYU

完美兼职网赚论坛RENLIANSHIBIEJISHUZAIGONGGONGJIAOTONGZHONGDEYINGYONGZHUYAOBAOHANHANGKONG、HUOCHE、QICHE、DITIEDENGGONGGONGCHUXINGLINGYU。GUOJIMINHANGZUZHIGUIDING,ZI2010NIANQI,118GECHENGYUANGUOJIAJIDIQUBIXUSHIYONGJIDUHUZHAO,ERRENLIANSHIBIEZECHENGLESHOUXUANMOSHI。RENLIANSHIBIEJISHUZAIHANGKONGANJIANZHONGLVXIANDEDAOYINGYONG,ERHOUZHUJIANKUOZHANDAOBUFENCHENGSHIDEHUOCHEZHANHEDITIEZHANDENGGONGGONGJIAOTONGANBAOLINGYU。

4.YINGXIAOLINGSHOULINGYU

完美兼职网赚论坛MUQIAN,RENLIANSHIBIEZAIYINGXIAOLINGSHOULINGYUDEYINGYONGZHENGKUAISUKUOZHAN。YIWURENLINGSHOUWEIDAIBIAODEXINLINGSHOUCHANGJINGDALIANGSHIYONGLERENLIANSHIBIEJISHU,WURENSHOUHUOJIBIANBUGEDASHANGCHANG、LOUYU、DITIE、CHEZHANDENGGONGGONGCHANGSUO,WURENBIANLIDIANZI2017NIANQIGUANGFANSHIYONGLERENLIANSHIBIEANQUANXITONG。CIWAI,RENLIANSHIBIEJISHUHUANGUANGFANYINGYONGYUGUANGGAOTOUFANGHESHIBIEKEHUXINXI(RUKEHUXINGBIE、NIANLING、BIAOQING、FUZHI、GUANKANGUANGGAOSHICHANGDENG),BINGTONGGUOFENXIZHEXIESHUJUYOUZHENDUIXINGDIXIANGKEHUTUISONGZUIYOUXIYINLIDEGUANGGAO。ZAOZAI2013NIAN,QUANQIUDISANDALINGSHOUJUTOUTesco(LEGOU)JIUCENGXUANBU,JIHUAZAIYINGGUO450JIANJIAYOUZHANBIANLIDIANDEGUANGGAOYINGPINGSHANGJIARUYIXIANGJIAOOptimEyesDERENLIANSHIBIEJISHU。OptimEyesKEGENJUGANZHIDAODESHOUZHONGQINGKUANGZHINENGXUANZETOUFANGGUANGGAONEIRONG。

5.ZHINENGSHEBEIJIESUO

完美兼职网赚论坛2017NIAN9YUE,PINGUOXINBANSHOUJIiPhoneXLVXIANYINGYONGLEFaceIDPINGMUJIESUOGONGNENG,SUIHOU,GEDASHOUJIPINPAICHANGSHANGXIANGJIYINGYONGLERENLIANSHIBIEJIESUOGONGNENG,YINFALEZHINENGZHONGDUANSHEBEIRENLIANSHIBIEYINGYONGDERECHAO,CHENGLERENLIANSHIBIECHANYEXINDEKUAISUZENGCHANGDIAN。

6.YILIAOLINGYU

完美兼职网赚论坛2019NIAN1YUE,《ZIRAN》ZAZHIKANZAILERENGONGZHINENGGONGSIFDNAFABUDEYIXIANGZUIXINYANJIU:DeepGestaltSHIJIYUSHENDUXUEXIDERENLIANSHIBIEYILIAOXITONG,KEYITONGGUORENLIANSHIBIEJISHUBIANSHIJIYINJIBING,CONGERBANGZHUYISHENGJINXINGZHENDUAN。FDNADEYANJIURENYUANXUNLIANLE17000DUOZHANGMIANBUTUXIANG,NENGGOUYIJIAOGAODEJINGDUCONGRENLIANZHAOPIANZHONGSHIBIECHUHANJIANDEYICHUANZONGHEZHENG。MUQIAN,JINGGUOXUNLIANDEDeepGestaltDAYUENENGCONGMIANRONGSHANGSHIBIE200DUOGEZONGHEZHENG,ZHUNQUELVDADAO91%ZUOYOU。

7.JIAOYULINGYU

CHULEZAIGEZHONGZHONGDAKAOSHIZHONGYINGYONGRENLIANSHIBIEJISHUFANGZHIWUBI,RENLIANSHIBIEJISHUYEYINGYONGYUKETANGQIANDAO、KETANGXIAOGUOJIANCEDENGFANGMIAN。ZAIKETANGSHANGYUNYONGRENLIANSHIBIEJISHU,TONGGUODUIXUESHENGMIANBUBIAOQINGJINXINGSHIBIE,GENJUXUESHENGDEQINGXUBIAOXIANJIANCEFENXI,CONGERKEYIJINYIBUTISHENGJIAOXUEXIAOGUO。KANEIJIMEILONGDAXUE(CMU)DEYANJIURENYUANCENGZHANSHIGUOYITAOQUANMIANDESHISHICHUANGANXITONG——“EduSense”。GAIXITONGSHIYONGLIANGTAIBIGUASHISHEXIANGTOU(YITAIDUIZHUXUESHENG,YITAIDUIZHULAOSHI),DANGESHEXIANGTOUKEYIKANDAOJIAOSHIZHONGDEMEIGEREN,BINGZIDONGSHIBIEXINXI,BINGKEYIDUISHIPINHEYINPINJINXINGFENXI。

8.XUNZHAOSHIZONGRENKOU

完美兼职网赚论坛RENLIANSHIBIEXITONGYIJINGCHENGWEIXUNZHAOSHIZONGRENKOUDEYOUXIAOGONGJUZHIYI。JIANGSHIZONGRENYUANZHAOPIANTIANJIADAOSHUJUKUZHONG,YUNYONGRENLIANSHIBIEJISHUJINXINGXINXIBIDUI,KEJISHIXIANGZHIFARENYUANFACHUJINGBAOTONGZHI。2019NIAN4YUE,YINDUFUNVHEERTONGFAZHANBUXIANGGAODENGFAYUANTIJIAODEYIFENWENJIANXIANSHI,DELIJINGFANGTONGGUORENLIANSHIBIEJISHU,ZAI4TIANSHIJIANLI,CONG45,000SHENGHUOZAIERTONGZHIJIADEERTONGZHONGSHIBIECHU2930SHIZONGERTONG,BINGQUERENLETAMENDESHENFEN,NULIXIEZHUTAMENYUJIARENTUANJU。

個人隱私和數據保護的隱患

RENLIANSHIBIEJISHUYINGYONGZAITISHENGSHENFENRENZHENGBIANJIEDUHEXIAOLVDETONGSHI,YEGEIGERENYINSIHESHUJUBAOHUDAILAILEJUDADETIAOZHAN。JINZAI2019NIAN,MEITIJIUBAODAOLEDUOQIRENLIANSHIBIEJISHUSHIYONGBUDANGDEXIANGGUANSHIJIAN:

完美兼职网赚论坛WENTICHANGJINGYI——SHUJUXIELUYINHUAN:6YUE6RI,WEIRUANGONGSIYISIYINYINSIBAOHUHESHOUQUANXIACIFANGMIANDEYUANYINSHANCHULECENGWEIQUANQIUZUIDADERENLIANSHIBIESHUJUKUMS Celeb。JUXI,MS CelebSHUJUKUYU2016NIANFABU,YONGYOUCHAOGUO1000WANZHANGTUXIANGYIJIJIANGJIN10WANRENDEMIANBUXINXI,YONGYUPEIXUNQUANQIUKEJIGONGSIHEJUNSHIYANJIURENYUANDEMIANBUSHIBIEXITONG。ERZAIWEIRUANSHANCHUGAISHUJUKUQIAN,IBM、SONGXIADIANQI、ALIBABA、HUIDA、RILI、SHANGTANGKEJI、KUANGSHIKEJIDENGDUOGESHANGYEZUZHIDOUCENGSHIYONGGUOMS CelebSHUJUKU。

完美兼职网赚论坛WENTICHANGJINGER——SHIYONGBIYAOXINGCUNYI:8YUE21RI,RUIDIANBEISIBUGAILEFUTISHIDEYISUOGAOZHONGYINSHIYONGMIANBUSHIBIEJISHULAIJIANKONGXUESHENGDECHUQINQINGKUANG,BEIRUIDIANSHUJUJIANGUANJIGOU(The Swedish Data Inspection Authority,DPA)CHUYI20WANRUIDIANKELANG(RENMINBI14.8WANYUAN)DEFAKUAN。ZHESHIOUMENGDE《TONGYONGSHUJUBAOHUTIAOLI》(General Data Protection Regulation,JIANCHENGGDPR)SHENGXIAOYILAI,RUIDIANSHUJUJIANGUANJIGOUGONGBUDESHOUZHANGFADAN。RUIDIANSHUJUJIANGUANJIGOURENWEI,GAIXUEXIAOSHIYONGMIANBUSHIBIEJISHULAIJIANKONGXUESHENGDECHUQINQINGKUANG,SHIXIANWEIXIANGRUIDIANDPAXUNQIUZIXUN,ZAIRICHANGHUANJINGZHONGDUIXUESHENGJINXINGSHEXIANGJIANKONGDENGXINGWEIQINFANLEXUESHENGDEYINSI,WEIFANLEGDPRGUANYUCHULIMINGANSHENGWUTEZHENGSHUJUDEGUIDING。

WENTICHANGJINGSAN——LANYONGSHUJUFENGXIAN:CIQIAN,YILINUOYIZHOUDEYIQIJITISUSONGANZHIKONGLIANSHUGONGSILANYONGMIANBUSHIBIESHUJU,BINGYAOQIUPEICHANG350YIMEIYUAN,LIANSHUYAOQIUMEIGUOYIJIAFAYUANBOHUICIAN。10YUE18RI,JIUJINSHANDIJIUXUNHUIFAYUANDESANMINGFAGUANZUCHENGDEXIAOZUBOHUILELIANSHUDEQINGQIU。CIANSHEJI700WANYONGHU,LIANSHUKENENGHUIMIANLINXIANGMEIGEYONGHUPEICHANG1000ZHI5000MEIYUANDEFAKUAN,ZONGFAKUANJINEZUIGAOKENENGDADAO350YIMEIYUAN。FATINGWENJIANSHUO:“LIANSHUDEMIANBUSHIBIEJISHUWEIFANLEYILINUOYIZHOUDESHENGWUTEZHENGXINXIYINSIFA(BIPA)。WEIFANBIPADEGUIDINGSHIJISHANGSUNHAILEYONGHUDEYINSI,HUOHUIDUITAMENDEYINSIGOUCHENGSHIZHIXINGDEWEIXIE。”

WENTICHANGJINGSI——ANQUANYINYOU:12YUE12RI,MEIGUORENGONGZHINENGGONGSIKneronCESHITUANDUIZAIHELANZUIDADEJICHANGSHIJIPUJICHANGYONGSHOUJIPINGMUSHANGDEYIZHANGZHAOPIANPIANGUOLEZIZHUDENGJIZHONGDUAN,ZAICIYINQILERENMENDUIRENLIANSHIBIEZHUNQUEXINGHEANQUANXINGDEGUANZHU。CIWAI,GAITUANDUIHUANYONGYIGETEZHIDE3DMIANJUCHENGGONGMENGPIANLEWEIXINHEZHIFUBAODENGRENLIANSHIBIEZHIFUXITONG。TONGYANGYINQILERENMENDUIRENLIANSHIBIEZHIFUANQUANXINGDEDANYOU。

SHANGSHUSHIJIANBAODAOBUJINYINQILEGONGZHONGDEDUIRENLIANSHIBIEJISHUYINGYONGBIANJIEYUGERENYINSIBAOHUDEGAODUGUANZHU,YECUSHIYEJIEHEJIANGUANZHEDUIYILUGAOGEMENGJINDERENLIANSHIBIEYINGYONGJINXINGSHENKEFANSI。

DIYI,YANZHONGQINFANGERENYINSI。SHOUXIAN,DABUFENGONGGONGCHANGSUOZAICAIJIRENLIANXINXISHIBINGWEIMINGQUEGAOZHI,SHIDEBEIDONGCAIJICHENGWEICHANGTAI;QICI,ZAIJICHANG、HUOCHEZHAN、GONGYUAN、YINXING、XUEXIAO、GONGSI(XIAOQU)MENJINHUOKAOQINDENGRENLIANSHIBIEDEYINGYONGZHONGYONGHUJIHUWANQUANMEIYOUXUANZEQUANLI,ZHINENGBEIDONGJIESHOU;ZAICI,RENLIANSHIBIEJISHULANYONG,YINSIANQUANFENGXIANGAOZHU,MIANXIANGFENXI、HUANLIAN、HUANZHUANG、SHIZHUANG、CEFUZHIDENGYULEXIAOCHENGXU,YIJISHUALIANZHIFUSHOUHUOJIDENGSUICHUKEJIAN,HAOWUBIANJIEDERENLIANSHIBIEJISHUYINGYONG,ZHENGSIWUJIDANDISHOUJIZHUYONGHUDERENLIANSHUJUJIGERENYINSI。

DIER,SHUJUANQUANBAOZHANGJIZHIQUESHI。SHUJUCAIJI、CUNCHUYUSHIYONGDENGGUIFANQUESHI,DAOZHISHUJUXIELOUFENGXIANJIGAO。SHOUXIAN,DANGQIANGUANYURENLIANSHIBIEJISHUCHANPINSHENGCHANQIYEZIZHI、CHANPINDEANQUANBIAOZHUNHESHICHANGZHUNRUBIAOZHUN,SHUJUDECUNCHUZIZHIHESHIXIAN,YIJIDUIYIHUOQUSHUJUDESHIYONGQUANXIANDENGQUESHAOMINGQUEGUIDING。QICI,SHENGCHANQIYEHETIGONGYINGYONGFUWUDEQIYEZAISHUJUCUNCHUHESHIYONGZHONGQUEFATOUMINGDU。ZAICI,WANGLUOANQUANSHENGTAIHUANJINGCHIXUEHUA,RENLIANSHUJUKUXIELOUSHIJIANYESHIYOUFASHENG。

DISAN,SHIBIEJISHUYOUDAIJINYIBUWANSHAN。MUQIAN,RENLIANSHIBIEYINGYONGHUANDABUDAOBAIFENZHIBAIDEZHUNQUE。YOUQISHIZHENDUIBUTONGZHONGZUHEMINZUQUNTISHIBIEDECUOWULVCHAYIBIJIAODA。LIRU,MASHENGLIGONGMEITISHIYANSHIHEWEIRUANDEYIXIANGHEZUOYANJIUCENGXIANSHI,RENLIANSHIBIEDEZHUNQUELVYUFUSEGAODUXIANGGUAN。DANGBEISHIBIEDETUXIANGZHONGWEIBAIRENSHI,ZHENGQUELVCHAOGUO90%;ERDUIYUFUSEJIAOSHENDENVXING,ZHUNQUELVJINWEI65%。YINCI,YONGYUBIDUIDEJICHUSHUJUKUBUJINXUYAOKAOLVZHONGZUHEMINZUYANGBENPINGHENGXING,YEXUYAOJINKENENGQUEBAOYANGBENSHULIANGDEYOUXIAOXING。CIWAI,ZISHI、ZHUANGSHI(MAOZI、YANJING、KOUZHAODENG)HEGUANGXIANDENGBIANLIANGJUNHUIDUISHIBIEJIEGUOCHANSHENGYINGXIANG。

DISI,BUFENBUDANGYINGYONGKENENGDAOZHIQISHI。XIANJIN,RENLIANSHIBIEJISHUZAIZHAOPIN、JIAOYOU、HUNLIAN、JIAOYUDENGLINGYUYELVJIANBUXIAN。TONGGUODUIRENLIANSHUJUDEFENXI,DUIGETIDEXINGGE、XINLI、NENGLI、QINGSHANGDENGJINXINGPINGDING,GEICHUXIANGYINGJIANYI。RANER,XIANYUJISHUSHUIPING、YUANSHISHUJUJINGZHUNDU、SUANFAYINHANDEJIAZHIPANDUAN,YIJISHUJUKUYANGBENLIANGDEYOUXIAOXINGDENGZHUDUOYINSU,SHIDEZHELEIYINGYONGKENENGKUODAMOUZHONGPIANJIAN,YINFAQISHI。

完美兼职网赚论坛CIWAI,ZUOWEISHENFENYANZHENGSHOUDUAN,RENLIANSHIBIEJISHUCUNZAIXIANTIANQUEXIAN。XIANGDUIYUZHIWEN、HONGMO、SHENGYIN、SHENGWEN、JIYINDENGQITAYONGYUSHENFENSHIBIEDESHENGWUXINXI,RENLIANBAOLUDUJIAOGAO,GENGRONGYISHIXIANBEIDONGCAIJI。ZHEYETONGSHIYIWEIZHURENLIANXINXIDESHUJUGENGRONGYIBEIQIEQU,BUJINKENENGQINFANGERENYINSI,HUANHUIDAILAICAICHANSUNSHI,SHENZHIDAGUIMODESHUJUKUXIELUHUANHUIDUIYIGEZUQUNHUOGUOJIADAILAIANQUANFENGXIAN。

完美兼职网赚论坛ZHENDUISHANGSHUWENTI,YOUBIYAODUIRENLIANSHIBIEJISHUDEWUXIANZHITUIGUANGHEKUOZHANGJISHI“CHACHE”,BINGJINKUAICAIQUXIANGYINGCUOSHIFANGFANHEGUIZHIRENLIANSHIBIEJISHUDEYINGYONG。

如何防范人臉識別技術的潛在風險

RENLIANSHIBIEJISHUBENZHISHANGSHIYIZHONGJIYUDAGUIMORENLIANSHUJUFENXIDERENGONGZHINENGSHENFENYANZHENGYINGYONGJISHU。YINCI,HELIHEHEFASHIYONGGAIXIANGJISHU,HUANXUCHONGFENRENSHIRENLIANSHUJUDEYIYIHEJIAZHI:YISHI,RENLIANSHUJUKEBEIHUANYUANCHENGRENLIANTUXIANG,GUANSHEDAOGETIDEXIAOXIANGQUAN,YINERXIANGGUANLANYONGXINGWEIJIYIQINFANCIXIANGQUANYI;ERSHI,ZAISHUZIJINGJISHIDAI,RENLIANSHUJUJUYOUYIDINGDEJINGJIJIAZHI。YIFANGMIAN,JIYURENLIANSHUJUDERENLIANSHIBIEJISHUYINGYONGGEIXIANGGUANQIYEHEXINGYEDAILAILEJUDADEJINGJILIRUN,ERYONGHUBUJINJIHUMEIYOUDEDAORENHEJINGJIBUCHANG,SHENZHIHUANKENENGGEIZISHENDEQUANYISHOUDAOQINHAIMAIXIAJUDAYINHUAN;LINGYIFANGMIAN,ZUOWEISHENFENSHIBIEHEYANZHENGDERENLIANSHUJU,YIDANBEIQIEQU、LANYONG,KENENGGEIYONGHUZHIJIEDAILAIANQUANWEIXIEHUOCAICHANSUNSHI,RUMENJINHEZHIFUYINGYONG。

YOUXIAOFANGFANRENLIANSHIBIEJISHUKENENGDAILAIDEFENGXIANXUYAOCONGWANSHANXIANGGUANFAGUIZHENGCE、JIAQIANGZHENGFUJIANGUAN、TIGAOXINGYEZILVHETISHENGGETISUYANGDENGCENGMIANXITONGGUIBIRENLIANSHIBIEJISHUYINGYONGDAILAIDEFENGXIANHETIAOZHAN。

DIYI,XUJINKUAIWANSHANBAOKUORENLIANSHIBIEZAINEIDERENTISHENGWUXINXISHIYONGFALVFAGUI。YINGHUADINGRENLIANSHIBIEJISHUSHIYONGBIANJIE,BINGJIANLIRENLIANSHIBIEJISHUYINGYONGSHENBAOBEIANHESHENPIZHIDU。ZUNXUN“BIYAOXING”YUANZE,FANGZHIYINSHANGYELIYILANYONGCIJISHU。LIRU,DUIYUFEIFENGBISHIGONGGONGCHANGSUOANZHUANGRENLIANSHIBIESHEBEI(RUGONGYUANYANPIAODENG)BIYAOXINGZHANKAICHONGFENPINGGU。

DIER,CAIJIRENLIANSHUJUQIANXUGAOZHIYONGTUHEKENENGFENGXIAN,YIBAOZHANGGONGZHONGZHIQINGQUANYUXUANZEQUAN,FANGZHIQIYEGUODUSHOUJIHELIYONG。YOUQISHIQIYEHUOZHENGFUJIGOUZAIGONGGONGCHANGHEYIPAISHE、LUXIANG、SAOMIAODENGFANGSHICAIJIKEZAIRENLIANSHIBIEZHONGSHIYONGDESHUJU,YINGGONGKAI、MINGQUEGAOZHI,YIBIANBUYUANBEICAIJIDERENKEYIBIKAIZHEXIEQUYU。TONGSHI,DUIYUYIXIESHANGYEHUOYULEXINGYINGYONG,BUJINBIXULVXINGGAOZHIYIWU,HUANXUWEIYONGHUTIGONG“TUICHU”XUANXIANG。JIDANGYONGHUBUXIANGZAIJIXUSHOUQUANSHIYONGQIMIANBUSHUJUSHI,YINGYONGTIGONGFANGBIXUTIGONG“TUICHU”HUO“SHANCHU”LUJING,YIQUEBAOBEICAIJIFANGDE“XUANZEQUAN”HE“BEIYIWANGQUAN”。

DISAN,DUIRENLIANSHUJUCUNCHUQUANXIANZUOCHUMINGQUEGUIDING,QUEBAOSHUJUZAICAIJI、CHUANSHU、SHIYONGHECUNCHUGUOCHENGZHONGDEANQUANXING。KETONGGUODISANFANGRENZHENGDEFANGSHI,QUERENQIYESHIFOUJUYOUXIANGYINGJISHUNENGLIBAOZHANGRENLIANSHUJUDEANQUANXING。CIWAI,RENLIANSHUJUYINGCAIQUBENDICUNCHUFANGSHI,BINGJINZHIKUAJINGLIUDONG。

完美兼职网赚论坛DISI,GENJUSHUJUYONGTU,MINGQUEGUIDINGRENLIANSHUJUDECUNCHUZHUTI、SHIXIANHECAIJI,YIZUIDAXIANDUBAOZHENGSHUJUANQUAN。RENLIANSHIBIEJISHUSHIYONGGUOCHENGZHONGTONGCHANGSHEJIRENLIANSHIBIEJISHUCHANPINTIGONGFANGHECAINAFANG。QIZHONG,CAINAFANGJIBAOKUOWEIHUGONGGONGANQUANDETESHUZHUTIXIANGGUANZHENGFUGONGGONGGUANLIBUMEN,TONGSHIYEBAOKUOYIBANDEQISHIYEDANWEIZHUTI。DANWULUNSHINALEIZHUTIDOUXUBIMIANLANYONGZHIQUANGUODUCAIJIRENLIANSHUJU,BINGTONGSHICHENGDANSHUJUBAOHUDEZEREN。YIJURENLIANSHUJUDESHIYONGMUDEHEXUYAO,KEJIANGSHUJUDECUNCHUSHIXIANFENWEIJISHI、DUANQIHECHANGQISANLEI,BINGJINKENENGXUANZEJISHICUNCHUFANGSHI,JIBIDUIHOUBUDUISAOMIAODAODERENLIANSHUJUJINXINGBAOCUN。

完美兼职网赚论坛DIWU,YINGJIANLIHEJIANQUANXINGYEZUZHI,JIANLIRENLIANSHIBIEXINGYEZILVZHUNZE。ZAISHUZISHIDAI,JISHUFAZHANRIXINYUEYI,FALVFAGUIZHIHOUYUJISHUFAZHANYIJINGCHENGWEIXINCHANGTAI。YINCI,WANQUANJIXIWANGYUZHENGFUZHILIRENLIANSHIBIEJIBUKENENG,YEBUXIANSHI。YINCI,JIANLIRENLIANSHIBIEJISHUQIYELIANMENGLEIZUZHI,QUELIXIANGYINGLUNLIYUANZEHEANQUANBIAOZHUN,YOULIYURENLIANSHIBIEXINGYELIANGXINGFAZHAN。

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