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Vještačka inteligencija - teme
 Šta je to inteligencija?
 Vrste inteligencija
 Vještačka inteligencija?
 Primjena vještačke inteligencije
 Vještačka inteligencija na web-u
 Etika, debata i pitanja
Šta je to inteligencija?
 Usvajanje – skladištenje znanja
 Sposobnost pamćenja
 Obrada i primjena znanja
 Intuicija i kreativnost
 Tip inteligencije
 Fluidna
 Kristalizovana
Vrste inteligencija?
1. Verbalno - lingvistička
2. Logičko - matematička
3. Vizuelno - prostorna
4. Tjelesno - kinestetička
5. Muzičko – ritnička
6. Interpersonalna
7. Intrapersonalna
8. Naturalistička
9. Egzistecijalistička
Vještačka inteligencija - pojam
 Šta je vještačka inteligencija
 Analiza, usvajanje i primjena
znanja korišćenjem hardvera i
softvera
 Oblikovanje inteligentnih mašina
 Slaba inteligencija
 Jaka inteligencija
Vještačka inteligencija - pojava
 Najave vještačke inteligencije u
filmovima - 1927 – Film “Metropolis“
 Pojavom prvih računara ova se tema
dodatno intezivira
 1956 - Objedinjavanje oblasti u
pojam “Vještačka inteligencija”
 Teorija automata
 Neuronske mreže
 Inteligencija
 Termin (Artificial Intelligence - AI)
uveo je Jon McCarthy 1956 god.
Vještačka inteligencija - istorija
 1957 – Pojava transhumanizama
 Poništavanje ljudskih stanja kao što su glupost,
patnja, bolest, starenje i smrt.
 1997 – Pobjeda računara Deep Blue
protiv Garry Kasparova u šahu
 Kineska igra “Go” – Još uvijek nema
pobjede protiv velemajstora
 McCarthy je nedavno izjavio da bi
prikladniji naziv bio Computer
Intelligence
 Turingov test – Provjera Vještačke
inteligencije
Vještačka inteligencija - danas i sjutra
 Današnji fokus
 Ekspertski sistemi
 Neuronske mreže
 Cilj vještacke inteligencije
 Jaka vještacka inteligencija
 Inteligentniji covijek
 Razlika između inteligentnih i konvencionalnih programa
je u prihvatanju, obradi i izlaganju znanja
Vještačka inteligencija - vizije
 Veliki broj vizija koje se svode na
isti cilj “Vještačka inteligencija
čovijeka” – klon čovijeka.
 Razne vizije AI-a se mogu naći na
filmovima:
 Matrix
 Terminator
 Equilibrium
 Oblivion
 Vizija korporacije “Microsoft” za
2019 godinu
Primjena vještačke inteligencije
 Biznis
Data minning
Data warehouse
Provjera kreditnog rizika
Sprečavanje zloubotrebe kreditnih kartica
Pravljenje i predlaganje budžeta
Automatsko trgovanje na berzama – Meta trader
Primjena vještačke inteligencije
 Marketing i prodaja
 Predviđanje obima prodaje proizvoda
Sugar CRM
Zoho
Sales forse
 Bolje i usmjerene promotivne kampanje
Facebook reklamiranje
Google reklamiranje
Google analitika
Primjena vještačke inteligencije
 Video igre
 Auto, avio i vozna industrija
Upravljanje vazdušnim
saobraćajem
Zaustavljanje brzih metroa i
vozova u Japanu
Upravljanje vožnjom
Volvo automatski kocioni sistem
DARPA takmičenje
Google automobil
Primjena vještačke inteligencije
 Prosvjeta i edukacija
 Personalizovano učenje
 Praćenje i usmjeravanje procesa učenja
– inteligentni učitelji
Algebra Tutor
eTeacher
SHERLOCK …
 Medicina
Pomoć u postavljanju dijagnoze
Nadziranje stanja pacijenta i
kontrola terapije
Primjena vještačke inteligencije
 Pametne kuće
 Veš mašine
 Frižideri
 Usisivači
 Klime ...
 Vojska
 Bespilotne letilice i insekti
 Navigacione rakete
 Robotika
 Obavljanje preciznih poslova na
proizvodnim linijama
 ASIMO
Vještačka inteligecina u webu
web intelligence
 Sematički web
 Društvene mreže
 Facebook, Google+, Twiter
 Gmail, Youtube, Google maps
 Linkedin
 Pretraživači
 Personalizovane i sematičke pretrage
 Pretraživači fotografija
 Pretraživači na izvornom jeziku
 http://www.evi.com/
 http://www.wolframalpha.com/
Vještačka inteligecina u webu
web intelligence
 Web agendi i botovi
 CleverBOT
 A.L.I.C.E
 Chat with God
 Mobilne aplikacije i pametni uređaji
 Goggles, Sound Hound, Foursquare ...
 Amazon, eBay, IKEA ...
 Google now
 Siry
 Google naočare
Pitanja? 

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Vještačka inteligencija na webu

  • 1.
  • 2. Vještačka inteligencija - teme  Šta je to inteligencija?  Vrste inteligencija  Vještačka inteligencija?  Primjena vještačke inteligencije  Vještačka inteligencija na web-u  Etika, debata i pitanja
  • 3. Šta je to inteligencija?  Usvajanje – skladištenje znanja  Sposobnost pamćenja  Obrada i primjena znanja  Intuicija i kreativnost  Tip inteligencije  Fluidna  Kristalizovana
  • 4. Vrste inteligencija? 1. Verbalno - lingvistička 2. Logičko - matematička 3. Vizuelno - prostorna 4. Tjelesno - kinestetička 5. Muzičko – ritnička 6. Interpersonalna 7. Intrapersonalna 8. Naturalistička 9. Egzistecijalistička
  • 5. Vještačka inteligencija - pojam  Šta je vještačka inteligencija  Analiza, usvajanje i primjena znanja korišćenjem hardvera i softvera  Oblikovanje inteligentnih mašina  Slaba inteligencija  Jaka inteligencija
  • 6. Vještačka inteligencija - pojava  Najave vještačke inteligencije u filmovima - 1927 – Film “Metropolis“  Pojavom prvih računara ova se tema dodatno intezivira  1956 - Objedinjavanje oblasti u pojam “Vještačka inteligencija”  Teorija automata  Neuronske mreže  Inteligencija  Termin (Artificial Intelligence - AI) uveo je Jon McCarthy 1956 god.
  • 7. Vještačka inteligencija - istorija  1957 – Pojava transhumanizama  Poništavanje ljudskih stanja kao što su glupost, patnja, bolest, starenje i smrt.  1997 – Pobjeda računara Deep Blue protiv Garry Kasparova u šahu  Kineska igra “Go” – Još uvijek nema pobjede protiv velemajstora  McCarthy je nedavno izjavio da bi prikladniji naziv bio Computer Intelligence  Turingov test – Provjera Vještačke inteligencije
  • 8. Vještačka inteligencija - danas i sjutra  Današnji fokus  Ekspertski sistemi  Neuronske mreže  Cilj vještacke inteligencije  Jaka vještacka inteligencija  Inteligentniji covijek  Razlika između inteligentnih i konvencionalnih programa je u prihvatanju, obradi i izlaganju znanja
  • 9. Vještačka inteligencija - vizije  Veliki broj vizija koje se svode na isti cilj “Vještačka inteligencija čovijeka” – klon čovijeka.  Razne vizije AI-a se mogu naći na filmovima:  Matrix  Terminator  Equilibrium  Oblivion  Vizija korporacije “Microsoft” za 2019 godinu
  • 10. Primjena vještačke inteligencije  Biznis Data minning Data warehouse Provjera kreditnog rizika Sprečavanje zloubotrebe kreditnih kartica Pravljenje i predlaganje budžeta Automatsko trgovanje na berzama – Meta trader
  • 11. Primjena vještačke inteligencije  Marketing i prodaja  Predviđanje obima prodaje proizvoda Sugar CRM Zoho Sales forse  Bolje i usmjerene promotivne kampanje Facebook reklamiranje Google reklamiranje Google analitika
  • 12. Primjena vještačke inteligencije  Video igre  Auto, avio i vozna industrija Upravljanje vazdušnim saobraćajem Zaustavljanje brzih metroa i vozova u Japanu Upravljanje vožnjom Volvo automatski kocioni sistem DARPA takmičenje Google automobil
  • 13. Primjena vještačke inteligencije  Prosvjeta i edukacija  Personalizovano učenje  Praćenje i usmjeravanje procesa učenja – inteligentni učitelji Algebra Tutor eTeacher SHERLOCK …  Medicina Pomoć u postavljanju dijagnoze Nadziranje stanja pacijenta i kontrola terapije
  • 14. Primjena vještačke inteligencije  Pametne kuće  Veš mašine  Frižideri  Usisivači  Klime ...  Vojska  Bespilotne letilice i insekti  Navigacione rakete  Robotika  Obavljanje preciznih poslova na proizvodnim linijama  ASIMO
  • 15. Vještačka inteligecina u webu web intelligence  Sematički web  Društvene mreže  Facebook, Google+, Twiter  Gmail, Youtube, Google maps  Linkedin  Pretraživači  Personalizovane i sematičke pretrage  Pretraživači fotografija  Pretraživači na izvornom jeziku  http://www.evi.com/  http://www.wolframalpha.com/
  • 16. Vještačka inteligecina u webu web intelligence  Web agendi i botovi  CleverBOT  A.L.I.C.E  Chat with God  Mobilne aplikacije i pametni uređaji  Goggles, Sound Hound, Foursquare ...  Amazon, eBay, IKEA ...  Google now  Siry  Google naočare