Pfupisa nyaya yacho:  Zvikamu zvemashoko uye nzvimbo dzepaIndaneti zvinenge zvakazara nevashandisi vasingadi kugarisana nevamwe vanogara vachishungurudza vamwe uye vachivatsamwisa kuti vaite zvavanoda. Idzi dzinonzi 'zvikara' dzave dzichizivikanwa nokukonzera nhamo yendangariro kuvanyajambwa vadzo. Asi iye zvino boka revatsvakurudzi raongorora mamiriyoni ezvinyorwa zvakadaro zviri paIndaneti kuti rione kuti ndezvipi zvinoitwa nevanhu ava. Uye rakagadzira algorithm inogona kuziva munhu anogona kutsausa nenzira yakarurama ye80 muzana kupfurikidza nokuongorora mashoko avo. Nyanzvi dzakadzidza mamiriyoni 40 zvinyorwa nevashandisi vane mamiriyoni 1.7 pa news site CNN.com, political news site Breitbart.com uye gaming site IGN.com. Vatsvakurudzi vakazoparadzanisa vashandisi kune avo vanogona kurambidzwa, vanonzi Future-Banned Users (FBUs), uye vamwe vashandisi vanonzi Never-Banned Users (NBUs). Kutsvakurudza kwakaitwa nevadzidzi ve PhD kubva kuStanford neCornell University, inotungamirirwa naJustin Chang, mupepanhau rinonzi Antisocial Behavior muOnline Discussion Communities. Chikwata chacho chakaongorora nzvimbo nhatu huru dzepaIndaneti dzinosanganisira nzvimbo yenhau yeCNN.com, Breitbart.com, nzvimbo yenhau dzezvematongerwe enyika, uye nzvimbo yemitambo yekombiyuta IGN.com. Mukati meidzi nzanga mitezo inopfuurira kuputsa nhungamiro dzomunzanga inogona kurambidzwa, kwechinguvana kana kuti kwechigarire. Kwemwedzi gumi nemisere, boka racho rakadzidza zviri mukati uye mwero wokubviswa kwezvikamu zvemamiriyoni makumi mana ezvinyorwa uye mavhoti emamiriyoni zana akaiswa nevashandisi vemamiriyoni 1,7 pamasaiti aya. Kubva pane izvi vakakwanisa kukamura vashandisi kuva mapoka maviri. Mashoko anobudiswa nevashandisi vepaIndaneti vasingadi kugarisana nevamwe, kana kuti vanotsvaka kutsvinyira vamwe, haanyanyi kunzwisisika kana totaura nezvemutauro uye kuwirirana kwaanoita. Zvikara zvinokurumidza kutsauka panyaya yacho uye zvinenge zvisinganyanyi kuwirirana kana zvichienzaniswa nezvinyorwa zvevamwe vashandisi. Vanyengeri havanyanyi kushandisa mashoko anokurudzira kupfuura vamwe vashandisi, vanonyanya kutuka, uye havanyanyi kushandisa mashoko anoratidza kusava nechokwadi kana kuti okuyananisa akadai sokuti 'zvingaita,' 'zvichida,' kana kuti 'funga.' Kana toreva nezvemabasa, chidzidzo chacho chakawana kuti vanonyomba vanoita tsinhiro dzakawanda zuva rimwe nerimwe, uye vanotumira mashoko kakawanda pamutsetse mumwe nomumwe. Vanoedza nemaune kutanga kurukurirano, kana kuti vanoshingaira...
Vatsvakurudzi vakadzidza zvinyorwa zvemamiriyoni 40 zvakaitwa nevashandisi veIndaneti mamiriyoni 1.7. Kubva pane izvi vakakamura vanhu kuva mapoka maviri - Vashandisi Venguva Yemberi-Vakarambidzwa (FBUs) uye Vashandisi Vasina-Vakarambidzwa (NBUs) Vakagadzira algorithm inotsvaka zviratidzo zvetsika dzinopesana nemagariro. Kudzidza kunoratidza kuti iyi algorithm inogona kuziva zvingangoitika zvitsinga mu80% yemhaka.