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Hey Siri, nem láttad
valahol az
okosszemüvegem?
Dr. Forstner Bertalan
Egyetemi docens
Az ember, mint információforrás
• Quantified Self
• Sokan örömmel
felhasználják az
adataimat 
• És én?
Sensible
IoT az egészségügyi domainen
IoT a gyakorlatban: Sensible
• Egészségügyi
domain
• Vezetékes és
vezeték nélküli
mérőműszerek
• Sharing economy:
megosztott
használat
• Biztonság (privacy)
Architektúra
• SensorHUB alapú
architektúra
• Raspberry Pi, mint
lokális kontroller
• Saját mobil eszköz,
mint vezérlőpult
Vezetékes mérőműszerek integrálása
> EKG
> Bőrellenállás
> Pozíció
> Légzés
> Vérnyomás
> Véroxigén
> …
• Saját, 3D nyomtatott
házban
• Mobillal párosítás NFC
technológiával
Kliens alkalmazás
• Trendek meglovaglása
>Self-awareness
>Quantified self
• Big Data:
>Trendek felismerése saját
adatokban, előrejelzés
>Összefüggések felfedése
felhasználókon átívelően
AdaptEd
Biofeeedback által támogatott
tanulás
“Az iskolában egyáltalán nem olvastam
és nagyon rossz jegyeim voltak (…). Az
iskolai tanulás csak kínlódást jelentett a
számomra. Ha valamit sikerült is
megtanulnom, azt hallás után tanultam
meg. A bizonyítványomban meg mindig
az szerepelt: „teljesítménye elmarad a
képességeitől”
10
11
• Minden gyerek mellé tanárt?
12
13 Adaptív oktatójátékok
Egyensúly
Dinamikus nehézség állítás
14
teljesítmény
• Korábbi interakciók, pl. sikeres találati
arány
• A játékos teljesítményének előzménye,
pl. „élet pontok”
• Feladat elvégzéséhez szükséges idő
mentális állapot
HCI kutatók
• Utatkozik
• Belemerült
• Frusztrált
• Fáradt
Elérhető árú vezetéknélküli eszközök
Pozitív pszichológia a tanulásban
• Tanulási nehézség,
figyelemzavar
• Számítógépes
játékok
népszerűsége a
korosztályban
• Szakemberhiány
• Feladatok
nehézsége, tanulók
jutalmazása
Összetett architektúra
Felügyelőtanári felület
Tesztelés iskolai és terápiás környezetben
Big Data analízis
• Utólagos
kiértékelés
• Csalásdetektálás
• Trendek,
nehézségek
felismerése
• Tanulási zavarok
felismerése
Hey Berci,
• 53 ember hallgatott
• 28 percen keresztül
• 74% valószínűséggel IT szektorból
• 88% valószínűséggel fővárosiak
• Ez alapján óránként átlag 2 237 Ft-ot
keresnek
• Ez alapján 55 328,46 Ft-ba került az idejük
• Javasolt tevékenység:
21
Mobile Weekend Meetup22
Mobile Weekend Meetup23

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Dr. Forstner Bertalan: Hey Siri, nem láttad valahol az okosszemüvegem?