Isingeniso: Ukumbula Ukwakhiwa Kwesiphepho Okufihlekile

Kulempi yokulwa nobuphekula, izindlela zomthetho ezingokwesiko zivame ukubonakala zinganele. Izimiso zamaphekula zisebenza ngokufihla, zithembele ezintweni ezihlangene, eziyimfihlo zokuxhumana, nasemangqamuzaneni abekweyo ukuze zigweme ukutholakala. Ukumelana nalokhu, izinhlangano zobuhlakani nomthetho ezilawulayo ziye zaphendukela emthonjeni ongalindelekile wokuqonda: izibalo zobudlelwane nabantu. i-Social Network Analytics (SNA) iye yavela njengendlela ebucayi yokudweba i-meta ulwembu oluvamile olungabonakali lokuxhumana olusekela amaqembu amaphekula. Ngokuhlola ngokulandela kancane kancane ukuthi ubani oxhumana naye, obani, olawula ukugeleza kwemali noma ukwaziswa, i-SNA iziphathimandla zikwazi ukubona i-linkpinps yokwesaba kanye nezisulu zazo ngokuhlinza.

Lesi sihloko sinikeza ukuhlola okunzulu kwendlela isocial Network Analysis ephazamisa ngayo amangqamuzana amaphekula. Sizohlanganisa imiqondo eyisisekelo ye-SNA, imisuka ekhethekile esetshenziselwa ukuveza abadlali abanethonya, ukuhlola kwezendaba zangempela, abahlaziyi bezobuchwepheshe nezimiso zokuziphatha ababhekene nazo, kanye neziqondiso zesikhathi esizayo njengoba inqubo iguquka.

Kuyini Ukuhlaziya Ingosi Yokuxhumana Nabantu?

Inqubo yokuhlola i-social Network iyindlela esekelwe emfundisweni ye-graph nezenhlalo ehlola izindlela zobuhlobo phakathi kwezinhlangano zezenhlalo (izindono noma abadlali). Ngokungafani nokuhlaziya okungokwesiko okugxile empahleni ngayinye (isiqalo, ubuzwe, inkolelo-mfashini), i-SNA iqala imininingwane yokuphithana [ ebopha abadlali ndawonye. Isisekelo siwukuthi isimo sobuhlobo sithonya ukuziphatha okuphawulekayo, ukugeleza kolwazi, nezenzo ezihlangene.

Kuwo wonke amaphekula, amanode angamelela abantu ngabanye, amangqamuzana, ama-akhawunti ezimali, noma ngisho nezindawo ezingokoqobo. Ama-tips kungaba izenzakalo zokuxhumana (izingcingo zefoni, ama-imeyili, imiyalezo efihliwe), ukuhamba ngezinyawo, izibopho zobuhlobo, ukuhlangana kwamakamu okuqeqesha, noma ukuthengiselana ngokwezimali. Ngokwakha nokuhlaziya leyo zinhlangano, abahlaziyi abakwazi ukubona izici ezingabonakali ekuhloleni ngenhla ngezansi − “umgcini-mabhayisekili” oxhumanisa amangqamuzana amabili ahlukene ngenye indlela noma“ ophatha ukugeleza kwemali.

Lomkhuba waqala ngawo-1970 nawo 1980, lapho izazi zezokuhlalisana kwabantu njengoStanley Milgram noMark Granovetter zisungula imiqondo ehlangene enjenge- “madegree ayisithupha okuhlukana” kanye“ namandla obuhlobo obubuthakathaka.” Nokho, ngemva kwenkathi engu-9/11 kwaba nesithakazelo esikhulu ekusebenziseni i-SNA ekulwisaneni nobuphekula, ngokuphawuleka kakhulu ngomsebenzi wezifundo zemfundo ezinjengoValidis Krebs ne-RAND. Namuhla, i-SNA iyingxenye eyinhloko yezikhungo zokuhlakanipha kanye nama-Terbecism ajikeleza umhlaba wonke.

Izindlela Eziyinhloko Zokuhlola Ubuphekula Bezokuxhumana

Izinyathelo Zokuzimela

Amathuluzi anamandla kakhulu e-SNA toolkit ama-millimeter, alinganisela ukubaluleka kwe-node ngaphakathi kwenethiwekhi. Ama-Analyst asebenzisa izinyathelo eziningana ezivumelanayo ezisuselwa ezisusweni ezithayi:

  • I-Degree Centralty: Inani nje lokuxhumana ngqo nenode. Ngenethi yokwesaba, izinga eliphakeme lingabonisa i-joid noma umholi wengqamuzana owazi amasosha amaningi ahamba ngezinyawo. Nokho, ama-degree aphezulu nawo angadalulwa kakhulu futhi anganikelwa ngamabomu yikhomfa lenethi.
  • Phakathi kobuphakathi: ilinganisa ukuthi i-node ivame kangakanani ukuba sendleleni emfushane phakathi kwamanye ama-node. Node ephakeme isebenza njengamabhuloho noma abagcini bamasango. Ukuyisusa kungahlukanisa i-net, ukukhubaza ukuxhumana nokubambisana. Lokhu ngokuvamile kuyizisulu ezibaluleke kakhulu.
  • Ukuvaleka Phezulu: kuveza indlela i-node engafinyelela ngayo ngokushesha bonke abanye kwinethiwekhi. Inode evalekile ingasakaza ulwazi noma iziyalezo ngokunempumelelo. Abadlali abanjalo bangase babe abaqondisi noma abahleli abasebenzayo.
  • I-Eigenvector Central: Isilinganiso esiyinkimbinkimbi kakhulu esingabheki nje ukuthi zingaki izixhumano ezine-node, kodwa ukuthi zixhumene kahle kangakanani nomakhelwane bayo. I-node exhunyelelwa kwamanye ama-odox aphakathi kakhulu inethonya elikhulu. Lokhu kusiza ekuhlukaniseni abaholi abafihlekile abangase bangabe nama-schead amaningi kodwa ababoshelwe emkhakheni oyinhloko wokuhola.

Imigodi Yamasakhiwo Nezindawo Zokuthenga Izincwadi

Enye indlela ebucayi i- astrical embobo `igebhu phakathi kwamaqoqo amabili e-nethiwekhi engaxhumene ngqo. Umuntu obhulomela leyombobo (isigxobo) unamandla aphawulekayo ekuthutheleni kolwazi nemithombo yengcebo. Kumiphakathi yamaphekula, abaphuzi bavame ukuphatha izibalo, ukuhlanganisa izifunda, noma ukuhlanganisa namalungu angaphandle. Ukuhlukanisa nokungathathi hlangothi lalaba bahluphi amangqamuzana futhi baphazamise ukuqoqa amaketanga.

Uketshezi lwenethiwekhi nokuhlangana

Analysts futhi bahlola izakhiwo zenethiwekhi zonke. [Isilinganiso sobuhlobo obukhona ngempela] sibonisa ukuthi ingqamuzana lihlangene kanjani. Imiyela ye-Dense kunzima ukungena kodwa ikhubazeke ngokukhipha amalungu angaphakathi. Izimiso ze-Sparse ezinezici eziphansi kodwa eziphezulu zingaqina kakhulu, zivumelanisa ngokulungisa ngokulungisa amabhuloho ahlukile. Ukuqonda izinhlangano zobunzima kusiza ukunquma phakathi kwezinhlelo zokususa inqubo (Qhuba abaholi abaphezulu) kanye nezinqubo zokuhlukanisa izigaba (ziphazamisa amanyukuxhumana angaphandle).

Indlela Amangqamuzana Amaphekula Achitha Ngayo

Ukusetshenziswa kwe-SNA ekumelaneni ne-robicism akuyona indlela ecatshangelwayo yokuzivivinya − iye yasetshenziswa ekuqondiseni ukuqapha, ukubopha, ngisho nokuhlinza okungokwengqondo. Ngezansi kunezindlela eziyinhloko ezisiza i-SNA ekuphazamiseni.

Ukubona Abaholi Abayisihluthulelo Nokubonisana

Ukuhlakanipha kwamasiko kungaqaphela umholi ozisholo kodwa othule. Ngokwesibonelo, ebhokisini lika-2008 laseMumbai, ukuhlaziywa kocingo kwabonisa ukuthi umlawuli ophethe ucingo usuka onqenqemeni lwezinhlangothi eziphakathi kwezwe futhi ngokuvamile uthola ukuthi i-node enethonya kakhulu akuyona imbonakalo yomphakathi yeqembu kodwa ingumsizi othulile. Ngokwesibonelo, ebhokisini lika-2008 Mumbai, ukuhlaziywa kocingo kwabonisa ukuthi umlawuli osebenzayo usuka onxwemeni (owayeqondisa abahlaseli ngocingo olunethonya kakhulu) wayenobuso obuphakeme kakhulu phakathi kweqembu labantu abahlaselayo, emenza abe nonoshelwaneshela ukungenela imoto yokunqanda.

Ukuthola Amangqamuzana Afihliwe Nezilaleli

Uma amaphekula aziwayo eboshwa, abangathintwa bawo abanjwe yinombolo , amakheli e-imeyili, ama-akhawunti ezokuxhumana kwezokuxhumana, i-akhawunti yezokuxhumana . .I-SNA algorithm ingasho ukuhlobana kwe-projekthi, isikisela abanye abantu abangase baxhumene ngisho noma ubufakazi obuqondile bungekho. Ekusebenzeni okunye e-Southeast Asia, iziphathimandla zasebenzisa i-SNA ohlwini lwe-socity eyodwa yeposi ukuveza ingqamuzana elalingasasebenzile isikhathi esingaphezu konyaka. Ukuhlola kwe-sobhusayithiwe yabonisa ingqamuzana lisamukela isiqondiso esingekho nhlobo ngemidwa ye-intermediary.

Ukubhuntshisa Ubuciko Nemali

Imali ne-heverriel kumele zihambe ngezokuxhumana. Ngokudweba izindleko zemali (kokubili kokubili ezingokomthetho nezingahleliwe, njenge-hawala), i-SNA ingakhomba amanode abaluleke kakhulu ekuthutheni imali. Ukususa la ma-code emali kungabulala ingqamuzana lemali. Ngokufanayo, imishini yokuhamba ngezinyawo-zinsika zemali, izambulo ezisemngceleni, zisetshenziswa imoto eyodwa (kodwa), ukuze kucacingwe ukuthi kubonwe abantu abahamba ngokuphindaphindiwe behamba ngemishini. E-Afrika, i-SNA, i-ethonsiti yemali esetshenziswayo ethutha imishini yokuthutha ingcebo yeqembu le-mimente, iholela ekutholeni izinhlu zokubophana eziphazamisayo kakhulu ikhono leqembu lokukhokha izikhali.

Ukubikezela Izisulu Zesikhathi Esizayo Nezindlela Zokuhlasela

ISNA ingasetshenziselwa futhi ukubikezela. Uma amangqamuzana aziwayo akha ubuhlobo obusha nabantu abanolwazi endaweni ethile, ngokwesibonelo, ubuchwepheshe bokuqhuma kwemishini, ukuhlasela kwezindiza noma ukuhamba ngemikhumbi-hamba ngezinyawo (imikhumbi-moya) kungasho ukuthi kungenzeka kusebenze ngendlela engaphambili. Kwesinye isenzakalo esigciniwe, abacwaningi baseYurophu baphawula ukwanda kobudlelwane obungalindelekile phakathi komsoleki nothile oqeqeshelwe indiza; lokhu, kuhlangene nokuhlakanipha okuthile, kuholela ekuhlaseleni isixwayiso okuthi kuphazamise ukuhlasela kwezindiza okuhleliwe.

Inethiwekhi ethonyayo

Ngaphandle kokuboshwa ngokuqondile, i-SNA ingazisa imisebenzi yokwaziswa eklanyelwe ukuhlwanyela ukungathembani phakathi kwenhlangano yamaphekula. Ngokuqonda ukuthi iziphi izinhlayiya ezibalulekile kodwa zinokungethembisi okuphansi (umzk., izingxabano zasendulo noma ukuhlukana kwemibono), iziphathimandla zingatshala amanga asikisela ukuthi inode eyodwa isiye yaba yisaziso. Ukusola okubangelwa yilokhu kungabangela ukuba isosha lixoshe noma likhiphe amalungu alo ayinhloko, lihluleke ngokuphumelelayo ngaphakathi.

Ukuhlola Indaba: Ukuhlaziya I - Internet Kuyasebenza

Ukuhlasela Kwe - Mumbai Ngo - 2008

Ukuhlasela kweMumbai (26/11) kwanikeza ukubonakaliswa kwencwadi yesandla yamandla e-SNA. Abahloli baseNdiya futhi kamuva abahlaziyi bezizwe zonke bavuselela i-nethinethi ngokulandela amarekhodi anemininingwane (CDRs), izingobo zocingo lwesatellite, namakheli e-IP. Ingqamuzana elalihilelekile yayihlanganisa abahlali base-Pakistan, nabahlaseli abasemhlabeni, kanye nabahlaseli bendawo. i-SNA yembula ukuthi umphathi, u-Zaki-Rehman-Lakhvi (usebenzisa igama le-codectal “Kakali”), wayenetshebe kakhulu phakathi kwe-phakathi kwe-i-i-i-i-intshili engaziwa ngaphambili: wayeyi-denodensile ehlangene neqembu lokuhlasela (Ajamsab) kuphela eliyayayayaya eKarac, futhi i-adcod. Kodwa futhi yayisiza i-umbuququ yale i-ibhudusi ye-od yesifunda sesifunda sesifunda esivamile esivamile esiyisi.

Ukuhlaziywa kwe-Rwanda Corporation yezindlela ezisekelwe kwinethiwekhi eMumbai kuqokomisa indlela i-SNA eguqule ngayo i-metameter engaphendukile yaba ukuhlakanipha okungasebenza.

I-9/11 Hijacker Network

Ngemva kokuhlasela ngo-September 11, 2001, uValdis Krebs washicilela ibalazwe lenhlanganisela labathumbi abangu-19 kanye nabakhiqizi babo. Ukusebenzisa i-data ekhona obala (izikole ezifulethi, ukuthengiselana ngamakhadi okuthenga ngesikweleti, iKrebs yabonisa ukuthi inendawo yolwembu jikelele “encane”. Ama-code anjenge-Mohamed Atta ayenezinga eliphezulu futhi phakathi komphakathi, kodwa i-dnode enkulu kunazo zonke yayingesona isithumbi kodwa isoshadi esisekelayo esibizwa ngokuthi i-Ram Bilangshih. I-Bulangshibh yasuswa (waboshwa e-Afghanistan ngo-20022) ngokuphumelela yabhubhisa i-testrigi phakathi kwabaphangi nomholi. Indaba eqondwe ukuthi i-SNA ayibona isithunzi kakhulu.

Krebs yokuqala yeshadi lenethiwekhi (elilandelanayo) ihlala iyithuluzi lokufundisa elifinyelelweyo labahlaziyi abamelene nobuphekula.

Ukungakhombi kwe ISISV KWEMISEBENZISWA KWEZENGELWE NGOWESISEBHETHI (204-2017)

Izwe lamaSulumane (ISIS) lancike kakhulu emihlanganweni yabalweli bakwamanye amazwe nasemangqamuzaneni angaphandle. I-SNA yasetshenziswa kakhulu izinkonzo zempi ye-Ticat Force ye-US. Ngo-Analyst zakha imishini yobuchwepheshe ebambe imishini yezokuxhumana, i-apps (i-Telegram, i-AssApp), futhi igeleza ngokwezimali. Impumelelo ephawulekayo yayiwukukwaziwa kwenethiwe yi-nethinethiyune ephethe i-injini yokuhlasela eFrance namalungu angaphandle e-Syria, abacwaningi bathola i-facillitator codet codential code “Ahmad." Irekhodi yakhe ephakathi yavunyelwa ukuba ibone indawo yakhe eRaqa, iholele ekuhlaseleni kwe-drune eyamcomps amabutho angaphandle kwempi yamazwe angaphandle eYurophu.

Izinselele Nokulinganiselwa Kokuhlola Ingosi Yezokuxhumana Ezilwisana Nobugebengu

Naphezu kokuphumelela kwayo, i - SNA ayisona inhlamvu yesiliva, ibhekene nobuchwepheshe obuningi, ukusebenza nezithiyo zokuziphatha.

Imininingwane Engaphelele Neyingxoxoyi

Imiphumela ingcono kakhulu uma ukwaziswa okufakwa kuyo. Amaphekula asebenzisa ngamabomu amagebe amakhulu okwaziswa: asebenzisa ukuphamba, ukufakwa, kanye nokuqamba okungamanga. Ngokuvamile ingxenye encane yenethiwekhi iyabonakala. I-data engaphelele ingaveza amamaki akhohlisayo amanani ezinto ezingabalulekile, angamane angabonwa.

Izinhlayiya Ezilungisayo

Ama-system amaphekula awami ndawonye. Uma amalungu eqaphela ukuqapha, ashintsha izindlela zokuxhumana, ashintsha amapulatifomu, noma ama-screen. I-SNA inikeza i-spectrow, kodwa i-net iyaqhubeka isebenza. Ngakho - ke ukugcinwa komthetho kumelwe kuhambisane nokuhlaziywa okunamandla kwenethiwekhi, yiziphi izinguquko zesikhashana. Nokho, ukuhlaziya kwangempela kwesikhathi kukhulu kakhulu futhi kudinga ukutholakala ukuze kuhlale kuneziteshi zemininingwane (izinhlangano eziningi ezintula).

Ukubhala Nokusebenza Kwayo

Ukusetshenziswa komkhondo wesiphelo nesiphelo (Uphawu, Telegram) kuye kwalula kakhulu ukuthatha izigijimi ze-AWApp zezingxoxo zezezokuxhumana. Esikhathini esidlule, imetameter ezibanzi (ezibizwa ngokuthi yiziphi futhi nini) zazilula ukuvuna. Namuhla, amaphekula angasebenzisa ngokukopisha okunamandla, ashiye imikhondo emincane kakhulu yemetameta. I-SNA ingasetshenziswa ekunqandeni imetam, kodwa ukuceba kokuqukethe, okunikeza umongo mayelana nesimo sothathuthi-‘i - njjllsssss. Amanye amaqembu athathe “ukungazwa ngezithulu”: awalokothi asebenzise umzila ofanayo wokuxhumana kabili, anikeza ukuvuselela okunzima kakhulu.

Izingxabano Ezingokomthetho Nezobuqotho

Ukuqoqa ukwaziswa kwabantu ngabanye ukuze bahlolwe i-nethiwekhi kuphakamisa ukukhathazeka okukhulu kwenkululeko yomphakathi. Iqoqo lemibhalo yamarekhodi kacingo, i-metameter ye-imeyili, noma ukwaziswa okungokwezimali kungasakazeka ngobuningi babantu abangenacala. E-United States, uhlelo lwe-metametamu enkulu ye-NSA (obekwe nguEdward Snowden) lubangele ukuphikisana okukhulu nokushintshwa kwenguquko okuyolandelana nge-USA INVFUS. Act ka-Alyst kumelwe ahambe nge-omgobon yemithetho: emazweni entando yeningi, abanakubopha umuntu ngenxa nje yokuba ne-mibhoshongo ephakathi kwezenzo zobugebengu. I-SNA iyithuluzi lokuhlola kwangaphambi kokuba u-Edwa, hhayi ngenxa yenhlangano yecala.

Inkohliso Nenkohliso Ephikisayo

Amaqembu amaphekula agcwele kahle ayawazi amasu e-SNA futhi angase azame ukukhohlisa abahlaziyi. Bangatshala izibopho ezingamanga, badala ama-dummy node (ama-astronal), noma babela ngamabomu izindima zokuxhumana ukuze basebenzise amalungu asetshenziswayo kuyilapho bevikela abaholi abangempela. Uma abahlaziyi bezenza iphutha ngalezi zisulu zenani eliphakeme, bangase bachithe imithombo yemali noma, okubi nakakhulu, bayekelele, bahlehle imisebenzi yangempela. Ukuhlukanisa isakhiwo somfakelano lweqiniso emifanekisweni ekhohlisayo kudinga ulwazi olujulile nolwembuyiselo olujulileyo nokuhlakanipha komuntu (UMINT) futhi banikeze izimpawu zokuhlakanipha (SIT).

Ukucabanga Ngezindaba Zomuntu Siqu

Ukusetshenziswa kwe-SNA ekumelaneni ne-SNA-buphekula kumele kulinganiswe mayelana nengozi yokugxambukela emalungelweni ayisisekelo. Abagxeki baphikisa ngokuthi ukuhlaziya i-net kudala isimo sokuhlola lapho ukuhlobana kwezenhlalo kungahloliwa khona. Ezinhlalweni eziningi, imithetho idinga indinganiso engenzeka ngaphambi kokuhlola umuntu. Kodwa amandla e-SNA asemakhoneni ekusikiseleni ukuxhumana okungasekelwa ubufakazi obungasekelwe ngokobugebengu. Lokhu kucindezeleka kukhulu kakhulu lapho kuhlola amapulatifomu ezenhlalo; uhlu lomngane osolekayo lungahlanganisa inqwaba yabantu abangakaze benze ubugebengu. Ukuwafaka enqubeni esekelwe ekuhlolweni okumelwe kuqinisekiswe inqubo edingayo.

Ukuze kuncishiswe lezi zingozi, izinhlangano zokuhlakanipha ziye zasungula izindlela zokwengamela zangaphakathi, njengokufuna abahlaziyi abaningi abazimele ukuze baqinisekise inxanxathela etholakele ngaphambi kokuba bathathe isinyathelo. Ezinye izinguquko, njenge-Asbecy and Civil Liberation Oversiple Board e-US, manje zigunyaza ukuba izinhlelo zezokuhlola izinhlelo zezokusebenza kwezokuhlola ngezikhathi ezithile. Isimiso esiyinhloko siwukuthi i-SNA kufanele isetshenziswe ekukhiqini imposiso, hhayi ukuthethelela ukuboshwa noma ukuqapha ngaphandle kokuqinisekisa ubufakazi.

Ingxoxo ejulile ngezimiso zokuhlola kwenethiwekhi, i-Electronic Foundation’s processional Foundation ekuhloleni isocial social internet inikeza umbono olinganiselwe ngemisebenzi yokuhweba.

Iziqondiso zesikhathi esizayo: Isizukulwane esilandelayo Sesiphequluli Seziphepho

Njengoba ubuchwepheshe buthuthuka, ne - SNA ingenza izinto eziningana ezivelayo cishe ziyokwakha ubuphekula obumelene nobuphekula eshumini leminyaka elizayo.

Ukunyakaza Ngokufunda Ngomshini Ne - ai

Ama-algorith amakhono okufunda asetshenziswa kakhulu ekuhlolweni kwemiklamo ezenzekelayo ekwazini ukuxhumana okukhulu. Imishini efihlwayo efunda ngokujulile ingabona ama-taptalus abonisa ukwakhiwa kwengqamuzana elisha (nangaphambi kwanoma ubani osocingweni onomlando owaziwayo. I-graphectal neults (GNNS) ithembisa ngokukhethekile: ingafunda kuyo yonke i-memosethi yezokuxhumana ukuze ibikezele ukuthi yimaphi ama-consi ayoba abadlali besihluthulelo. Lezi zimodio zingabona futhi ulwembu olufihla imishini ebophamba imishini ethinta ngokuqondile phakathi kwabadlali.

Ukuhlaziya kwenethiwekhi okunamandla kwesikhathi sangempela

Umgomo ukusuka ezifingqiweni ezihlanekezelayo ukuya ekuhlaziyweni. Amanye amaqonga ahlakaniphile asedle ukwaziswa ezinhlanganweni zezokuxhumana nasezokuxhumana ezisezingeni eliseduze, amabalazweni zezokulungisa amanethiwekhi njengoba izenzakalo ziqhubeka. Lokhu kuvumela abahlaziyi ukuba babone ukuthi ingqamuzana liqoqa nini (umz., ukuvama okungalindelekile phakathi kwabantu abangaxhunyiwe ngaphambili) nokuqaphelisa izilinganiso ezisebenzayo ngaphambi kokuba kuhlasele. Ukukhipha lesi khono ngokwesilinganiso kuhlale kuyinselele enkulu yezobuchwepheshe, kodwa izinhlelo zokushayela zikhona emazweni amaningana.

Cross-H_Anti:Inethiwekhi Fusion

Izimiso ze-SNA zesikhathi esizayo zizohlanganisa ukwaziswa okuvela ezindaweni eziningi − ukuxhumana, imali, ezokuhamba, imithombo yezokuxhumana, izinzwa, ukuqaphela ubuso ezinqamule umngcele) − ku-graph eyodwa. “isimiso somhlaba wonke” singavumela abahlaziyi ukuba balandele umzila wemali emazweni amaningi, babone izinhlangano zokuhamba ezisolwayo, futhi baqaphele ushintsho ekuziphatheni kokuxhumana ngandlela-nye. Izikhungo ze-fusion njenge-Erbistic Scriniting Center kakade sezihamba kulendlela, nakuba izivikelo zobuso zimelwe zimelwe zakhiwe zisuka ekuqaleni.

Ukulingisa Ulwembu

Kunokuba bamane baphawule ama-code ayinhloko, abahlaziyi bayosebenzisa i-SNA ukuze babonise indlela i-systruct engazivumelanisa ngayo inqubo yamaphekula ngemva kokugadla. Imishini ingahlola izimo ezihlukahlukene: Uma sisusa uNode A, uNode uzoba khona? Ingabe ulwelwelwesi lwenethiwekhi noma luyobekwa phambili? Ngokuqonda izakhiwo zokuzivuselela, izinhlangano zingakhetha inqubo ehlela imizuzwana ethatha isikhathi eside iphazamiseke kakhulu kuyilapho zinciphisa ukuqhuma (njengoba kwakha i-internethi elandela indawo eyalandelana).

Isiphetho

I-Social Network Analysis iye yaguqula indlela izinhlangano ezilawula umthetho eziqonda ngayo futhi zilwe ngayo. Ngokushintsha ukugxila kubantu ngabanye kuya ebuhlotsheni babo, i-SNA yembula ukuma okungasetshenziswa ngokungenwa yilutho olubalulekile ("naba ngokususa i-computerssions", ukuhlukaniswa kwesikhungo, noma ukuhlwanyelwa kokungathembana phakathi kwamalungu. Ukuhlolwa kwe-Mumbai, 9/11, kanye ne-ISS kubonisa ukuthi i-S ayisona nje isithakazelo semfundo kodwa ithuluzi elisebenzayo.

Kodwa amandla e-SNA ahambisana nemithwalo yemfanelo engathi sína. Izikhala zolwazi, izitha ezivumelanisayo, ukufinyelelwa kwemisho, kanye nezimiso zokuziphatha zibekwa zonke imingcele kulokho okungafezwa. Njengoba insimu iguqula i-Ia / ngokuhlanganisa i-Al, isikhathi sangempela se-analytics, kanye nokunqamule i--dromat system , leyo mikhawulo ingaqhutshekiselwa phambili, kodwa inselele inselele: ukuguqula imininingwane yezokuxhumana okungaqinile ibe ukuhlakanipha okusebenzayo ngaphandle kokudela inkululeko ehloselwe ukuvikela. Ochwepheshe bezokuxhumana nomphakathi akuseyona into engenziwa ngentando yemvelo, ukuqandamayela i-soshanethi ye-socio aynetic Alythyry; kungumyalo obalulekile emzamizabalalweni oqhubekayo wokuvikela usongo lweziphekula.