Γραφοθεωρητικοί αλγόριθμοι ημι-επιτηρούμενης μάθησης. Εφαρμογή σε δεδομένα της Ρόδου
Graph-based semi-supervised algorithms. Implementation at Rhodes island data
Σαρασουάτι - Δαλιάνης, Γεώργιος - Δασράτ
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.