Γραφοθεωρητικοί αλγόριθμοι ημι-επιτηρούμενης μάθησης. Εφαρμογή σε δεδομένα της Ρόδου
Graph-based semi-supervised algorithms. Implementation at Rhodes island data
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Keywords
Ημι-επιτηρούμενη μάθηση ; Εξόρυξη γνώσης ; Αλγόριθμοι ; Ρόδος ; Label propagationAbstract
The purpose of this research is to locate the socio-economically developing sites of
Rhodes. This is achieved through the promotion of sites with increased popularity and
traffic in Facebook's social network.
The research objectives of the thesis are to analyze some graph based semi-supervised
learning methodologies and to parameterize oriented to the best results. Present the
scientific literature and select the appropriate model.
Regarding the development theme of Rhodes, the goal is to operate as a region-business-
positive business and to stimulate the adoption of practices by other businesses in order to
increase popularity throughout Rhodes.
In theory, semi-supervised learning and sense analysis algorithms are analyzed. For the
selection of the appropriate algorithm, dissemination and transmission algorithms were
examined with data from existing scientific work. Later we ended up using the code we
used and applied it to 674 records with 3 parameters each.
At the end of the analysis, we come to conclusions that will make us continue our
research and standardize locations and organizations.
Postgraduate Studies Programme
ΠληροφορικήDepartment
Σχολή Τεχνολογιών Πληροφορικής και Επικοινωνιών. Τμήμα ΠληροφορικήςNumber of pages
56Language
GreekCollections
Except where otherwise noted, this item's license is described as
Αναφορά Δημιουργού 4.0 Διεθνές
Αναφορά Δημιουργού 4.0 Διεθνές