Personal Information Center(PIC) - A Data Integration Service for the Private Cloud

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dc.contributor Aalto-yliopisto fi
dc.contributor Aalto University en
dc.contributor.advisor Coskun, Goekhan Sathi, Rowshan 2015-09-18T09:13:48Z 2015-09-18T09:13:48Z
dc.description.abstract Managing information has become an extra load for our everyday life but creating a personal information center (PIC) solves this problem easily. A PIC makes it easier to see content such as email messages, weather information, news items, and even information from local storage by using one view or user interface. Additionally, it fulfills the real world requirements like accessibility, around-the-clock availability of service, and it solves the device constraints problem by creating a common presentation format for all kinds of devices. An importer works spontaneously as a fetcher, parser and processor to process the information to create the nodes content. An analyzer works as an extractor and creates vocabulary terms automatically to auto tag the node content. Finally, a filtering system works for finding similar nodes to create one common presentation with all matched contents. All the works in the PIC is done automatically without any users’ interaction, only the source of information is defined by the users. The analyzer uses machine learning Naive Bayes approach to extract key phrases from the contents. The PIC uses an advanced filtering system to find similarity between nodes and to create a common presentation for all devices. en
dc.format.extent 74
dc.format.mimetype application/pdf en
dc.language.iso en en
dc.title Personal Information Center(PIC) - A Data Integration Service for the Private Cloud en
dc.type G2 Pro gradu, diplomityö en Perustieteiden korkeakoulu fi
dc.subject.keyword data personalization en
dc.subject.keyword machine learning en
dc.subject.keyword naive bays en
dc.subject.keyword information center en
dc.identifier.urn URN:NBN:fi:aalto-201509184441
dc.programme.major Distributed Systems and Services en
dc.programme.mcode SCI3021 en
dc.type.ontasot Master's thesis en
dc.type.ontasot Diplomityö fi
dc.contributor.supervisor Nurminen, Jukka K.
dc.programme Master's Programme in ICT Innovation en

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