
dadapshahiche algoridam

dadapshahiche algoridamah shodh injine varnadvesh kassa balkat karatat heey mahitee vidnyan, yantra shikshan aanee manav-sanganak parasparsanvad yaa kshetratil safiya umoja nobal yanche 2018 chey pustak aahe.
parshvabhoomi.
nobalane 1990 chya dashakat california steet university, fresno yethoon samajshastrat padvi prapt kelee, tyanantar 2000 chya dashakachya suruvatila library aanee mahitee vidnyan padvichya padvyuttar shikshanasathi eleanoy arbana-shampen vidyapithat jaanyapurvi pandhra varshe jahirat aanee vipananat kaam kele. yaa pustakachi pahili prerana 2011 madhye aalee, jevha udattanni 'black gearls' haah vakyansh gugal keela aanee pahilya prushthavar ashlilateche parinam pahile. 2012 madhye purn jhalelya nobalchya doctorate prabandhala 'kalya mulinsathi shodh naveen madhyamanmadhil junya parampara' asey shirshak denyat aale hote."yaveli, antim pustakasathi" "dadapshahiche algoridam" "yaa shirshakacha udatt vichar keela gela". toparyant, googalchya algoridammadhe jhalelya badalanni 'kalya mulinchya' shodhasathi sarvat samanya parinam badalale hote, jaree antarnihit pakshapat prabhavi rahile aahet. nobble 2014 madhye california vidyapith, losses angelis yethe sahayyak pradhyapak jhaale. 2017 madhye, tine uchch shikshanachya itihasat shodh enginemadhil varnadveshi aanee laingiktavadi purvgrahavar eka lekh prakashit keela. heey pustak 20 februwari 2018 roji prakashit jhaale.
vihangavalokan.
"dangeche algoridam' haah 2009 teey 2015 yaa kalavadhit shodh parinamanche parikshan karananya gugal shodh algoridamvaril sahaa varshanhun adhik shaikshanik sanshodhanavar aadharit eka majkoor aahe. heey pustak shodh engine aanee bhedbhavpurn pakshapat yanchyatil sambandhanna sambodhit karate. nobal assa yuktivad karatat qee shodh algoridam heey varnadveshi aahet aanee samajik samasya kayam thevatat kaaran teey samajat astitvat asalele nakaratmak pakshapat aanee teey nirman karnare lock pratibimbit karatat. ashiyai', 'hyspanic' kinwa 'kaala' yasarkhya mukhya shabdanchya ulat 'pandhara' sarkhe mukhya shabd shodhale jaatat tevha sakaratmak sanket darshavoon shodh enginemadhil algoridam pandharepanacha visheshadhikar kassa detat heey spasht karoon shodh injine swabhavikpane tatasth aahet hii kalpana udattapane nasht karate.tiche mukhya udaharan" "kalya mulinchya" viruddha "" pandhya mulinchya "shodh parinamanchya aanee nikalanmadhye darshavilelya pakshapatanchya bhovati aahe". yaa algoridammadhe nantar rangeet mahila aanee itar upekshit loksankhyeviruddha nakaratmak pakshapat asoo shakato, tarr sarvasadharanpane internet vaparkartyanvar parinam karoon "vanshik aanee ling profile, chukiche sadarikaran aanee agadi aarthik redlining" dekhil houu shakate."yaa pustakat assa yuktivad keela aahe qee algoridam atyachar kayam thevatat aanee rangeet lokanshi, visheshtah rangeet mahilanshi bhedbhav karatat. 
googal algoridam lokanvar vansh aanee linganusar kassa bhinn prakare parinam karatat yacha abhyas karnyasathi nobal tichya karyat kalya aantarchhed strivadi drushtikon ghete. aantarsanvadi strivadamadhye, tyanchya dadapshahi samajavar charcha kartana vividh vansh aanee laingikatechya mahilanche vividh anubhav aanee tyanchya vegalya parshvabhoomicha tyanchya sangharshanvar kassa parinam hoto heey vicharat ghetale jaate. yavyatirikt, nobalacha yuktivad varnabhed googal algoridammadhe swatach kashee ghuskhori karato heey sambodhit karato, jeey chehnyachi olakh aanee vaidyakeey seva karyakramansah anek coding pranalinmadhye kharey aahe. anek naveen tantrik pranali swatahla purogami aanee nihpakshapati mhanoon protsahan dett asatana, udatt yaa muddyavar yuktivad karat aahet aanee mhanat aahet qee gugalchya algoridams anek tantradnyan "vidyaman vishamata pratibimbit karate aanee punarutpadit karate."
adhyayacha saransh.
adhyay 1.
dangeche algoridam' chya pahilya adhyayat, safiya nobal heey googal sarchche swatahun suchavalele vaishishtya kase nirash karat aahe yacha shodh ghete. 18 september 2011 roji, eka aaeene tichi savatra mulgi aanee bhachi dakhavanyasathi majedar upkram shodhanyacha prayatna karat 'krishnavarniy mulee' gugal kelya. teela aashchary vatale qee, nikalanmadhye sanketsthale aanee ashleel chitrancha samavesh hota. haah parinam vishisht mahitichya apayashanna, jeey rangeet lock aanee mahilansathi vishisht aahet, joou algoridmik dadapshahicha uttam paryay aahe, teey samavisht karato. abhijat asehi jodatat qee eka samaj mhanoon aaplyakade vanshik jagrutisah strivadi drushtikon asane aavashyak aahe, jenekarun tantradnyanachya saumya sadhansamagribaddal samasyapradhan sthitee samajoon gheta yeil."
konatyahi sambhavya vanshik apshabd kinwa ayogya pratima kadhoon taknyasathi googal parinamanchya pahilya panavarun manvi curation kase kadhoon takoo shakate yavarhi nobal charcha karato. yaa majkurat charcha kelele aanakhi eka udaharan mhanje googalvar 'jyoo' shodhalyavar parat aalelya parinamancha sarvajanik vaad. parinamanmadhye anek yahudivirodhi prushthancha samavesh hota aanee gugalane jyaa prakare hii olakh pradan kelee tyabaddal qamee malkicha dawa keela. tyaeivaji gugalane lokanna 'jyoo' kinwa 'jyoo lock' vaparnyas protsahit kele aanee pandhya varchasvavadi gatanchya krutee gugalchya niyantranabaher asalyacha dawa keela. prushthe bekaydeshir naslyas, googal tyachya algoridamla prushthe naan hatavata karya suru thevanyas anumati deil.
googalche jahirat sadhan asalelya jahirat shabdanvar aanee heey sadhan gugalvareel pakshapat kase vadhavu shakate yavar udatt pratibimbit karate. adwards konalahi gugalchya shodh prushthanvar jahirat karanyachi parvanagi detat aanee teey atyant sanukool karnyayogya aahe. pratham, googal prasangiktevar jahiratinchi kramvari lavte aanee nantar jyaa shodh prashnanshi sambandhit aahet asey tyanna vatate asha prushthanvar jahirati pradarshit karate. jahiratdar jahiratinvar kharch karnyasathi darroj jastit jaast rakkam dekhil nishchit karoo shakato. tumhi jahiratinvar jitka jaast kharch karal, titaki tumchi jahirat varchya patalichya jawal asanyachi shakyata jaast asel. tyamule, jarr jahiratdarala tyachya/tichya vishayachi aavad asel parantu too vadgrast asel tarr too gugal sarchvar pahilyanda disu shakato.
adhyay 2.
dadapshahiche algoridam" chya 2 vya adhyayat, udatt spasht karatat qee gugalane varnabhed vadhavala aahe aanee teey tyachi jababdari kashee nakarat rahatat. jyanni samagri tayar kelee aahe aanee tasech sakriyapane hii mahitee shodhat asalelyanvar googal dosharop karato. googalchya algoridamne krishnavarniy, latina aanee ashiyai mahilansathi samajik vishamata aanee rudhiprayog rakhale aahet, mukhytah googalchya rachana aanee payabhoot suvidhanmule jeey pandharepana aanee purushanna samanya karate. tee spasht karate qee googal algoridam asha mahitiche vargikaran karate jee pandhya varchasvachya nikashanna protsahan detanach rudhiprayog vadhavate. nobalala aadhalale qee kalya mulincha shodh ghetalyanantar, pahile shodh parinam kalya mulinchya samanya rudhiprayoganche kinwa kalya mulichya tyanchya swatachya kalpanevar aadharit gugalane tayar kelelya shreniche hote. googal tyanchya algoridamchya mage lapoon rahate jeey asamanata kayam rakhanyasathi siddha jhaale aahe.
adhyay 3.
dadapshahiche kramvari" chya 3 vya adhyayat, safiya nobal, gugalache shodh engine anek srot kase ekatra karoon alpasankhyakambaddal dhokadayak katha tayar karate yavar charcha karate. tee eka cases studyche spashtikaran dete jithe tine gugalvar 'black aun white crime' chaa shodh ghetala. shodhanantar sapadalele srot aanee mahitee hii mahitee tirkas karananya puranmatvadi strotankade nirdesh karatat heey udattapane adhorekhit karate. yaa strotanni pandhya varchasvavadi strotankadun varnadveshi aanee kalya-virodhi mahitee pradarshit kelee. shevati, teela asey vatate qee yaa sahaj upalabdh asalelya, chukichya mahitimule pandhya varchasvavadi dylane chhapparane kelelya kruteela chalana midali, jyane hatyakand kele
adhyay 4.
dadapshahichya algoridam' chya 4 vya adhyayat, googalche olakhinvar dadapshahiche niyantran kase aahe yavar charcha karoon udatt ticha yuktivad pudhe karato. yaa adhyayat ashleel chitrapat udhyogatil tyanchya kriyakalapanmule mahilanna laaj vatanyachi anek udaharane adhorekhit kelee aahet, mug tee sahmatine kelee gelee asso vaa naso. tee internetchya shashvat swarupamule tyachya bhavishyavar prabhav taknyachya kshamatevar teeka karate aanee yu. chee tulana karate.ess. european unionchya lokanna gopaniyata kayade, jeey nagarikanna "visaranyacha kinwa visarla jaanyacha adhikar" pradan karatat.gugalsarkhi shodh injine vapartana, gopaniyateche heey ullanghan mahila aanee rangeet lokanvar asamanatene parinam karate. gugalcha dawa aahe qee teey aamchi mahitee gamavanyapasun aamche sanrakshn karnyasathi aamchya detache sanrakshn karatat, parantu jevha tumhala tumcha deta hatvaycha asato tevha kaay hote heey sanganyat teey apayashi tharatat. 
adhyay 5.
dadapshahiche kramvari" chya 5 vya adhyayat, udatt charcha googalpasoon door aanee vishvasarh aanee tatasth manalya jaananya itar mahitee strotankade netat. nobal mhanatat qee congresschya granthalayasah pramukh granthalaye, pandharepana, vishamdharm, pitrusatta aanee itar samajik manke yogya mhanoon aanee paryay samasyapradhan mhanoon protsahit karatat. dartmouth mahavidhyalay aanee library auph congress yanchyatil eka prakarnavar charcha karoon tee yaa samasyeche spashtikaran dete, jithe "vidyarthyanchya netrutvakhalil sanstha-sthalantar sudharana, samanata (ektritpane) aanee swapna pahanare" hii sanghatana 'bekaydeshir paradeshi' pasoon 'nagrik nasalele' kinwa 'anadhikrut sthalantarit' ashee librarychi shabdavali badalanyasathi done varshanchya ladhait guntaleli hotee.'udatt nantar chukiche sadarikaran aanee vargikaranamule udbhavananya samasyanvar charcha karato jyamule teela sandarbhatmakateche mahatva lagoo karata yete. nobal assa yuktivad karato qee keval gugalach navhe tarr serve digital shodh injine samajik sanrachana aanee bhedbhavpurn pakshapatala balkati detat aanee asey karoon tee tantradnyan aanee samaj ekmekanshi kitee jodalele aahet yakade laksh vedhate.
adhyay 6.
dadapshahiche algoridam" chya 6 vya adhyayat, safiya nobal algoridmik bayaschya samasyesathi sambhavya upayanvar charcha karate. tee pratham assa yuktivad karate qee sthanik aanee sanghiy sarkaranni lagoo keleli sarvajanik dhorane gugalchi "mahitichi maktedari" qamee kartil aanee shodh injine tyanche parinam filter karnyachya marganche niyaman kartil. algoridmik purvgrahakade nenanya pranaligat samasyanmadhye sudharana karanyachi sarvat jaast jababdari sarkar aanee mahamandalanchi aahe, assa aagrah tyaa dharatat. 
tyach velee, adhik mahila aanee vanshik alpasankhyakanni software abhiyante mhanoon udhyogat pravesh kelyas algoridmik purvagrah nahise hotil yaa samanya navudarvadi yuktivadacha udatt nishedh karato. tee yaa yuktivadala 'aatmasantusht' mhanate kaaran too asha vyaktinvar jababdari takto, jyanchyakade madhyam kampanyanpeksha qamee adhikar aahet aanee tee 'mothya aakadevaricha aashavad' ashee mansikta balgate kinwa sanstha swatach nehmich nirakaran karat naheet, parantu kadhikadhi vishamata kayam thevatat yaa kalpanela aavhan denyat apayash aanate. haah muddah spasht karnyasathi, tee kandee yaa kalya keshbhushakaranche udaharan vaparte, jyachya vyavasayala adthalyanna samore jaave lagate kaaran punaravalokan sanketsthal yelpane tichya virodhat pakshapati jahirat paddhati aanee shodh ranniti vaparali aahe. 
federal communications commission (eff. see. see.) aanee federal trade commissionla (eff. tii. see.) 'shalinata niyantrit karnyasathi' kinwa internetvaril varnadveshi, samalingi kinwa purvgrahyukt vaktavyache praman maryadit karnyasathi aavahan karoon tee adhyay sampavate. vanshaprati asalelya 'rangandhale' vichardharepasun door rahanyache aavahan tyaa janatela karatat kaaran yamule aitihasikdrushtya vanshik alpasankhyakanna bhedasavanare sangharsh mitale aahet. shevati, tee nidarshanas aanoon dete qee mothya aakadevaricha aashavad, mothya aakadevarimule alpasankhyak samudayanvar honanya hanibaddalachya charchetoon baher padato.
nishkarsh.
dadapshahiche algoridam" madhye, safiya nobal aamchya gugal shodh aanee aamchya online shodh namunyanmadhil parinamanchya samajik aanee rajkiy parinamancha shodh ghete. internet heey purnapane lokshahi kinwa vansh-pashchat vatavaran aahe yaa kalpanela udatt aavhan dete. pratyek adhyay shodh engines tayar kelelya algoridmik pakshapatanche vividh star tapasato. sampoorn pustakat mahattvapoorn mudde aanee siddhantanchi ruparesha aakhun, 'dadapshahiche algoridam' keval shaikshanik vachkanpurte maryadit nahee. yamule udatt lekhnas vyapak aanee adhik samaveshak prekshakanparyant pohochata yete. 
samikshatmak swagat.
dadapshahichya algoridam" sathee samikshatmak pratisad mothya pramanat sakaratmak rahila aahe. pustakanchya losses angelischya punaravalokanat", emily drabinsky lihitat, "yaa prushthanmadhun jeey disun yete teey mhanje gugalchya dadapshahichya algoridammadhe aaplya dainandin jivanavar niyantran thevana lapalelya payabhoot suvidhanpaiki fakt eka samavisht aahe aanee itar bahudha pandhya varchasvasah aanee stridveshasaha kathor-kodit aahet."popmatters" madhye, hans rollman lihitat qee "dadapshahiche algoridam" heey darshavtat qee shodh injine aanee visheshtah googal hii keval apoorn yantre naheet, tarr manavanni jyaa prakare rachana kelelya pranali tyaa pashchatya deshanchya shakti sanrachanechi nakkal karatat, jyaa tyaa sanrachananmadhye bandhalelya serve lingbhed aanee varnadveshasaha purn aahet."pustiksuchimadhye", samikshak lesley williams mhanatat, "nobalchya abhyasane vyavsayik shodh enginanvaril aaplya avalambitvabaddal aanee digital samajik samanatebaddal kahee aatm-shodh karnyas pravrutt kele pahije."
februwari 2018 chya suruvatila, vidyut aanee electronics abhiyantyanchya sansthechya adhikrut tweeter khatyane pustakavar teeka vyakt kelee tevha, tyachya blurbmadhye suchavalelya gugal shodhache parinam udattanchya andajanshi julat naheet asey mhanat, 'dadapshahichya algoridam' neey prasarmadhyamanche laksh vedhale. aay. eae. eae. eae. chaa jansampark itihaskar alekzandar magon yane nantar ughad kele qee tyane heey pustak vachale nahee aanee maafee magitali.