亚博APP1997nianxiatian，kelaiyinbogezaisitanfuhuijianlepeiqi，jiaohuanleguanyusousuodeguandianhegezidegongzuo，kelaiyinbogegulipeiqifabiaoyipianguanyupagerankdelunwen，danpeiqi“danxinyourenqiequtadesixiang”，yinciduifabiaolunwendetaiduhenjinshen。zuihou，xueshumingshengzhanshenglechanquanbaohudechongji，shuangfangtongyizaibicidelunwenzhongxianghuyinyong。
亚博APPmazhimingzhichulepagerankzaiwangyepaixuzhongdejuxianxing。
亚博APPyongzheiyangdekaichangbai，mazhimingqianchulezijideyanjiangtimu——shuxuezaihulianwangxinxijiansuozhongdeyingyong。
“cong1998niandaoxianzai，pagerankjingguo11nianyunzhuan，qudelejudachenggong，tongshitadequedianyebaoluchulaile。yinweitaduiwangyedepaixushijingtaide，zhikaolvyemianzaizhenggehulianwangzhongdetuopujiegou，suoyi，yourenkeyizuobi，tongguoduozuoyixiechaojilianjielaixianshiyemiandezhongyaoxing，yinciyouzheiyangdegongsi，zijigaogefuwuqi，rangxuduoyemianhuxianglianjie，ruguoduifangjiqian，gongsijiujiangnideyemianlianjieshangqu，congereyitigaoyemianpaixu。sheinengkongzhichaojilian，sheijiunengkongzhiyemiandezhongyaoxing。danzheibufuheshijiqingkuang。”
亚博APPdapingmushangchuxianlegugedewangye，sousuokuangzhongdeguanjiancishi：shuxueyuxitongkexueyuan。zaipailiezhehanyouzheigeguanjiancidegezhongwangyezhong，zhongguokexueyuanshuxueyuxitongkexueyanjiuyuandewangyeweijudiyi……
lunwendejibensixiangshi，liyongdaliangyonghufangwenwangyedexinxilaigujiwangyedezhongyaoxing。meigesousuoyinqinggongsidouyoudaliangdebuhanyinsideyonghushangwangjilu。“butongderenduiyuyonghushangwangjiluyoubutongdejiedu”，mazhimingshuo。
《kexueshibao》 (2009-6-10 a1 yaowen)
亚博APPzaisousuokuangxia，mazhimingyonghongbiquanleliangjuhua：yijushi“yueyou1860000xiangfuhe……dechaxunjieguo”，lingyijushi“sousuoshijian0.2miao”。ranhoutawentingzhong：“womenmeitiandouzaishangwang，danshenmeshihulianwangxinxijiansuoni？dajiakan，zheilideguanjiancishi‘shuxueyuxitongkexueyuan’，gugezhiyong0.2miaojiuchachu186wanduoxiangxiangguanwangye。wodewentishi：ruguojiangzhei186wanxiangxinxipingpuzainimianqian，nihuidedaoshenmexinxini？”
zaipeiqihebulinfaminglepageranksuanfahou，tamenbianxieleyigepageranksousuogongju，ranhouyongpageranklaiweijieguodexiangguanxingpaixu。tamenfaxian，wangluoyueda，lianjieyueduo，zheigeyinqingtigongdejieguojiuyuezhunque，yushi，tamenjiangxinyinqingmingmingweigoogle，zheishigoogoldebianti，googolshiyigeshuzimingci，biaoshi10de100cifang。1996nian8yue，tamenzaisitanfudewangzhanshangfabulediyigegooglebanben。
亚博APPjumazhimingjieshao，tabenrenshiyanjiusuijiguochengde，tacongyonghushangwangjiluzhongkandaoleyigezhenshideguocheng。zheigeguochengshiyigesuijiguocheng，keyichengweiliulanguocheng（browsing process）。zheigeguochengzaibutongdewangyezhijiantiaolaitiaoqu，congshuxueshangkeyijiangqiguileiweitiaoguocheng，huozhesuijidianguocheng（bawangyekanzuodian）。shuxuejiaduiyusuijidianguochengyouxuduoyanjiu，yijingyoufengfudeyanjiuchengguo。
dao1995nian，wangluowenjianzongshujugujiyida1000wanzhang，danduihulianwangshangwangyedepaiming，renmenjihumeiyoushenmebanfa。“dangshi，yeyouyixiesousuoyinqinggongsixiwangweiyonghufuwu，shuruguanjiancihou，jiuhuiyouxiangguanwangyepaichulai。danshi，renmendezuofashijiangyemiandudong，zaigenjuyemianneironglaijuedingtadezhongyaoxinghepaixu。”mazhimingshuo。
亚博APPzaiyou，yonghuzaiyigewangyedetingliushijian，yijitaxiayibutiaozhuandaonayigewangye，douzhiyutazhengzailiulandewangyeneirongyijiwangyedechaojilianjieyouguan，dagaiyutazaishenmeshijiandian（8dianhuo9dian，shangwuhuoxiawu）liulanciwangyewuguan。yinci，zheigemashiguochengyinggaishishijianketuiyide，huozheshuoshishijianqicide。zaijiashangliulanguochengdezhuangtaishiyouxiande（wangyedezongshushiyouxian），yinci，liulanguochenghenkenengshiyigeyouxianzhuangtaishijianqicimashiguocheng，jiqguocheng。
亚博APP“dandajiaxiangxiang，zheimeduodeyemian，zenmenengzaihenduandeshijianneiduchulaini？erqie，yemiandeneirongzhongyaohaishibuzhongyao，yeshijianrenjianzhideshi，meiyoutongyibiaozhun。suoyizaineiduanshiqi，zheigewentihenhunluan，buzhidaogaizenmeban，zhizhi1998‘lianjiefenxifa’dechuxian。qizhong，zuizhumingdesuanfajiushipeiqipaiminghehitssuanfa，caigemingxingdigaibianlewangluoshijie。”
duiyuzhongguodegailvxuejiaeryan，qguochengshiyigeshuxideshuxueduixiang，zhongguoxuezhezaizheigefangxiangyoushijielingxiandeyanjiuchengguo。dangran，shijianshijianyanzhenlideweiyibiaozhun，liulanguochengshifoushijianqicimashiguocheng，haixuyaoyongshijishujuzuotongjijianyan。yigekexingdejianyanfangfa，shiyanzhengyonghuzaiwangyeshangdetingliushijianshifoufucongfuzhishufenbu。yinweigenjushuxuelilun，qguochengzaimeigezhuangtaidetingliushijianbiranfucongfuzhishufenbu。
shijishang，wangluoyanjiudexueshugemingkaishiyu1995nian。zheiyinianchuntian，zaisitanfudaxuexiaoyuan，jisuanjikexueyuandexinboshishenglali·peiqiyujianleboshiernianjidexieergai·bulin。
mazhimingfenxi：dangyonghuliulanyigewangyeshi，taxiayibutiaozhuandaonayigewangye，tingliuduozhangshijiantiaozhuan，dagaizhiyilaiyudangqiandezhuangtai，eryutaliulanwangyedeguoqulishiwuguan。yincicongshuxueshang，zheiyinggaishiyigemashiguocheng（jidingxianzai，jianglaiyuguoquwuguan）。
peiqidaxuebiyeyumixiegendaxueannabaofenxiao，tadefuqinshimixiegenzhoulidaxuedejisuanjizhuanyejiaoshou。
1998nianchu，peiqijiangtadediyipianlunwen，yejiushiduipageranksuanfadezongjiejieshao，tijiaojimeiguojisuanjixuehui（acm）xinxitiqutebiexingquzu，danlunwenbeijujuele。yiweipingshenzhuanjiadeyijianshi：“lunwendezhengtijiegouquefalianguanxing……wenzhangyingcezhongyuxinxidetiquerbushiwangluofenxi。”peiqijianchitougao，zuihou，zheipianlunwenzuoweisitanfudaxueshuzitushuguanxiangmudeyibufenbeifabiaole。
2008nian7yue，zaixinjiapozhaokaidedi31jieguojixinxijiansuodahuishang，yiweinianqingrenbaogaoletamendelunwen——《liulanpaixu：rangyintewangyonghuweiyemianzhongyaoxingtoupiao》，lunwenhuodelehuiyishelideweiyizuijiaxueshenglunwenjiang。
“xiwangnengjidajiajiangdong。”mazhimingshuo。
zuichu，peiqizhishiyinwangluodeshuxuetezhengerduiwangluochanshenglexingqu。tafaxianmeitaijisuanjidoushiyigejiedian，wangyeshangdemeiyitiaolianjiejiushizheixiejiedianjiandelianxi，zheiyangjiugouchengleyigejingdiandetujiegou。“jisuanjikexuejiazuixihuantu”，tarenweihulianwanghenkenengshiyoushiyilairenleichuangzaochudezuidadetu，zheizhangtudejiedianzhongyinzangzhehenduoqishi，tajuedingtansuohulianwangzhongdeshuxuetezheng。erdaoshiweinuogegulitazheiyangzuo。
meiguowenxianyinyongfenxizhifujiafeierdedexueshusixiangjiletaqifa。
zuihou，mazhimingxiwangxueshengmennengbazheigewangyepaixudegushijiangjizijideqinpenghaoyou，rangtamenzhidao“shuxuefeichanghaoyong”。
马志明：从佩奇排名到浏览排名 数学为因特网建立秩序xinjiapohuiyihou，“liulanpaixu”chengleyeneiremenhuati，zaihulianwangsousuogongyejieyinqiguangfanguanzhuhetaolun。
1998niandi，peiqihebulinjuedingyaokaibanyijiagongsi，dangdiyiweitouzirenzhunbeiweitamenkaizhipiaoshi，liangrenhaimeiyouxianghaogongsidemingzi，zheiweitouzirenjianyitamenjiuyongzheixiangsousuofuwudemingzigoogle，liangrentongyile。jifenzhonghou，tamendedaoleyizhang10wanmeiyuandezhipiao。
亚博APPzaizhenggeyanjiangzhong，conggugede“peiqipaiming”daozuixintichude“liulanpaiming”gainian，mazhimingxiangtingzhongjiangshuleshiduonianjianshuxueweiwangluojianlixinzhixudezhenshigushi。
亚博APPconggugede“peiqipaiming”daozuixintichude“liulanpaiming”，zhongguokexueyuanyuanshimazhimingjiangshuleshuxueweiwangluojianlixinzhixudezhenshigushi
peiqijiangzijideyanjiuxiangmumingmingwei“fanxianglianjie”（backrub），zheigexiangmudezongzhishizhuizongbingfaxianwangluozhongdelianjie，cunchutamenbingjinxingfenxi，ranhouzaiwangluoshangzhongxinfabutamen。peiqiguji，dangshiwangluowenjiandeshuliangdayuewei10000wanzhang，ertamendelianjieshuliangzekenengda1yi。zheigexiangmudefuzaxingheguimoxiyinlehaizaiquedinglunwenxuantidebulin，yushitajiaruzheigexiangmu，congci，liangrenkaishihezuo。
jiafeierderenwei，fabiaolunwenshiyanjiurenyuanzuizhongyaodegongzuozhiyi，jibenshangmeipianlunwendejielundoujianlizaijinshengoujiandeyinwenjichushang，ermeipianxinlunwenyekenengchengweixindewenxianbeitarenyinyong，yinci，wenxiandeyinyonghebeiyinyongtixianlexueshufazhandeluojixingjiegou；yipianlunwendezhongyaoxingkeyigenjuyouduoshaopianlunwentongguoyinyongertongtajianlilianxilaiqueding，zheigetixiweiyichubandelunwentigongleyizhongdengjipingdingdefangfa。
亚博APPbujiuhou，peiqihebulinlianhefabiaoleyipianguanyugugedelunwen——《daguimochaowenbenwangluosousuoyinqingpouxi》，rujin，zheipianlunwenyijingchengweimuqianshijieshangbeiyinyongzuiguangfandesousuoleiwenxian。
kelaiyinbogedelunwen《chaolianjiehuanjingxiaquanweilaiyuan》fabiaozai1998nianchubande《dijiujieacm-siamlisansuanfahuikan》shang。tazaizheipianwenzhangzhongtichudezhongxinwangyehequanweiwangyedepingjiaxitong，beibalitepingjiawei“zuizhumingdewangluopingjifangshi”。baliteshuo，“zaixueshuxingwangluoyanjiuzheigezichengyitideshijieli，zheipianwenzhangdeyingxiangjinciyupeiqihebulinjieshaogugedelunwen。”
yibenjilugugegongsichengzhangdeshu《sou》zhong，zuozheyuehan·baliteshuo，“pagerankcuchenggugejianlishenmijishupeifang……jinguandangshipeiqihebulinhaibuzhidao，dantamenzaoqidepingjixitongweiyigequanxinwangluoshengtaihuanjingdexingchengkaipiledaolu。”
亚博APP“shijiqingkuangshi，womenzaishangwangshihuiyouzijideganqing，dangwomenguanchayigeyemianshi，ruguozheigeyemianzhongyao，womenhuijingxiaxinlaizixiyueduta；ruguozheigeyemianbuzhongyao，womenhenkuaijiuhuilikaita，suoyi，yonghucaishipanduanyemianzhongyaoxingzhenzhengdebiaozhun。danyonghudeganqing、shangwangshijianyinsuzaipagerankzhongshimeiyoude，zheishitadequedian，xuduosousuoyinqinggongsiyedouzaixiangbanfakefuzheigequedian。”
peiqikaishisisuowangluozhonglianjiejiegoudeaomiao，tafaxianjinguangenzhelianjiekeyicongyizhangwangyezhuandaolingyizhangwangye，danyanzhezheixielianjiewanghuizoujiubuxingle。taxiangzhaodaoyizhongfangfa，keyiranggegewangyenengqingsongzhaochubingshuomingzhixiangtamendelianjie。
亚博APPpeiqihoulaihuiyishuo：“zheishiwodedaodezuihaodejianyi。”
2001nian9yue，pagerankbeishouyumeiguozhuanli，zhuanlibeizhengshibanfajisitanfudaxue，peiqizuoweifamingrenlieyuwenjianzhong；2006nian，guojishuxuelianmengjiang“naiwanglinnajiang”shouyukelaiyinboge，yibiaozhangtazaijisuanjikexuedeshuxuefangmiandejiechugongxian。
zaiwanchengwangluosousuobingcunchulelianjietuzhihou，haixuyaozhaodaopingdingdengjidefangfa。zheishi，peiqifaxian，duisuoyouzhixiangmouwangyedelianjieshuliangdejisuanduiyuquedinggaiwangyededengjijuyouzhidaoyiyi，zheizhongfangfadailailexindetiaozhan——kunnanerfuzadediguixingshuxueyunsuan。bulindeshuxuetianfutigonglebangzhu。tamenfamingleyizhongxinsuanfa，jiyuzhongyaodelaiyuanlianjielaipingjiawangyedezhongyaoxing，zheizhongsuanfayipeiqidexing（page）mingming，yincijiaopeiqipaiming（pagerank）。
亚博APPpeiqicongfuqinneililejiedao，boshilunwenkeyichengweiyigerenxueshushengyadejichu。zaisitanfudaxuedediyinian，taxuanzeyonghujiemianyanjiuxianquteli·weinuogezuotadedaoshi，kaishixunzhaoyigeyouyanjiujiazhideboshilunwentimu。