| dc.contributor.advisor | Terziyan, Vagan | |
| dc.contributor.author | Spiga, Fabiano | |
| dc.date.accessioned | 2020-07-28T06:56:52Z | |
| dc.date.available | 2020-07-28T06:56:52Z | |
| dc.date.issued | 2020 | |
| dc.identifier.uri | https://jyx.jyu.fi/handle/123456789/71256 | |
| dc.description.abstract | This thesis deals with contemporary emergent approaches to CPS (Cyber Physical System) cognitive automation and embedded-intelligence processes, either with or without a HitL (Human-in-the-Loop) setting. The introduction section describes the concepts of normal processes vs. process exceptions, with their related research questions (read section 1.1 at page 2). Chapter two deals with the most relevant issues that affect CPS control systems, with general descriptions of their technical aspects. Chapter three is centered around cognitive technologies implemented in CPPs (Cyber-Physical Processes) automation and control, with some specific application examples. Chapter four deals with what kind of AI (Artificial
Intelligence) aspects need to be tackled so to progressively improve intelligent automation and control systems to a human-like cognition level. The final chapter relates to synthesizing a list of best practices for the discussed AI-driven technologies, in order to design, implement, test, manage and monitor a reliable CPS system, according to its main application domain. | en |
| dc.format.extent | 139 | |
| dc.format.mimetype | application/pdf | |
| dc.language.iso | en | |
| dc.subject.other | complex systems | |
| dc.subject.other | CPP (cyber-physical process) | |
| dc.subject.other | CPS (cyber-physical systems) | |
| dc.subject.other | DT (digital twin) | |
| dc.subject.other | HCPS (human-in-the-loop cyber-physical systems) | |
| dc.subject.other | MAS (multiagent system) | |
| dc.subject.other | predictive analysis | |
| dc.subject.other | semantic technology | |
| dc.subject.other | exception management | |
| dc.subject.other | IID (independent and identical distributed) data | |
| dc.subject.other | OOD (out-of-distribution) data | |
| dc.title | Collective intelligence operations of human and virtual agents in CPS (Cyber Physical System) | |
| dc.identifier.urn | URN:NBN:fi:jyu-202007285405 | |
| dc.type.ontasot | Pro gradu -tutkielma | fi |
| dc.type.ontasot | Master’s thesis | en |
| dc.contributor.tiedekunta | Informaatioteknologian tiedekunta | fi |
| dc.contributor.tiedekunta | Faculty of Information Technology | en |
| dc.contributor.laitos | Informaatioteknologia | fi |
| dc.contributor.laitos | Information Technology | en |
| dc.contributor.yliopisto | Jyväskylän yliopisto | fi |
| dc.contributor.yliopisto | University of Jyväskylä | en |
| dc.contributor.oppiaine | Tietojärjestelmätiede | fi |
| dc.contributor.oppiaine | Information Systems Science | en |
| dc.rights.copyright | Julkaisu on tekijänoikeussäännösten alainen. Teosta voi lukea ja tulostaa henkilökohtaista käyttöä varten. Käyttö kaupallisiin tarkoituksiin on kielletty. | fi |
| dc.rights.copyright | This publication is copyrighted. You may download, display and print it for Your own personal use. Commercial use is prohibited. | en |
| dc.type.publication | masterThesis | |
| dc.contributor.oppiainekoodi | 601 | |
| dc.subject.yso | joukkoäly | |
| dc.subject.yso | automaatio | |
| dc.subject.yso | tekoäly | |
| dc.subject.yso | koneoppiminen | |
| dc.subject.yso | tietojärjestelmät | |
| dc.subject.yso | collective intelligence | |
| dc.subject.yso | automation | |
| dc.subject.yso | artificial intelligence | |
| dc.subject.yso | machine learning | |
| dc.subject.yso | data systems | |
| dc.format.content | fulltext | |
| dc.rights.accessrights | Tekijä ei ole antanut lupaa avoimeen julkaisuun, joten aineisto on luettavissa vain Jyväskylän yliopiston kirjaston arkistotyösemalta. Ks. https://kirjasto.jyu.fi/fi/tyoskentelytilat/laitteet-ja-tilat.. | fi |
| dc.rights.accessrights | The author has not given permission to make the work publicly available electronically. Therefore the material can be read only at the archival workstation at Jyväskylä University Library (https://kirjasto.jyu.fi/en/workspaces/facilities). | en |
| dc.type.okm | G2 | |
