Integration of social networks and recommendation of social activities (I)
In recent years, Social Networking Sites (SNSs) has become increasing popular among people. Many people also have multiple SNSs for different purposes. The increase in the huge amount of social data (friends and activities) has resulted in users spending an excessive amount of time in managing them....
| מחבר ראשי: | |
|---|---|
| מחברים אחרים: | |
| פורמט: | Final Year Project (FYP) |
| שפה: | English |
| יצא לאור: |
2011
|
| נושאים: | |
| גישה מקוונת: | http://hdl.handle.net/10356/43933 |
| _version_ | 1826130592716029952 |
|---|---|
| author | Nai, Chiau Kwang |
| author2 | School of Computer Engineering |
| author_facet | School of Computer Engineering Nai, Chiau Kwang |
| author_sort | Nai, Chiau Kwang |
| collection | NTU |
| description | In recent years, Social Networking Sites (SNSs) has become increasing popular among people. Many people also have multiple SNSs for different purposes. The increase in the huge amount of social data (friends and activities) has resulted in users spending an excessive amount of time in managing them. We propose implementing a social network aggregator, SocConnect that can simplify these social data by providing functions that increase users’ efficiency in managing social data. Our functions include categorizing these social data according to users’ preference and using different machine learning techniques on users’ rating to generate personalized recommendations. Our project would be using Primefaces for user-friendly interfaces and Waikato Environment for Knowledge Analysis (WEKA) for machine learning techniques. Through our project, users are able to look for social data more efficiently through easy navigation of user interfaces, thus wasting less time on less important social data. Through personalized recommendations of social data, users are also prevented from network overload. [1] Although the project has achieved its aim in increasing social data efficiency, it can be further improved by increasing the options of SNSs that can be integrated in the future. |
| first_indexed | 2024-10-01T07:58:32Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/43933 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T07:58:32Z |
| publishDate | 2011 |
| record_format | dspace |
| spelling | ntu-10356/439332023-03-03T20:23:01Z Integration of social networks and recommendation of social activities (I) Nai, Chiau Kwang School of Computer Engineering Centre for Advanced Information Systems Zhang Jie DRNTU::Engineering::Computer science and engineering::Computer applications::Social and behavioral sciences In recent years, Social Networking Sites (SNSs) has become increasing popular among people. Many people also have multiple SNSs for different purposes. The increase in the huge amount of social data (friends and activities) has resulted in users spending an excessive amount of time in managing them. We propose implementing a social network aggregator, SocConnect that can simplify these social data by providing functions that increase users’ efficiency in managing social data. Our functions include categorizing these social data according to users’ preference and using different machine learning techniques on users’ rating to generate personalized recommendations. Our project would be using Primefaces for user-friendly interfaces and Waikato Environment for Knowledge Analysis (WEKA) for machine learning techniques. Through our project, users are able to look for social data more efficiently through easy navigation of user interfaces, thus wasting less time on less important social data. Through personalized recommendations of social data, users are also prevented from network overload. [1] Although the project has achieved its aim in increasing social data efficiency, it can be further improved by increasing the options of SNSs that can be integrated in the future. Bachelor of Engineering (Computer Engineering) 2011-05-16T01:46:45Z 2011-05-16T01:46:45Z 2011 2011 Final Year Project (FYP) http://hdl.handle.net/10356/43933 en Nanyang Technological University 47 p. application/pdf |
| spellingShingle | DRNTU::Engineering::Computer science and engineering::Computer applications::Social and behavioral sciences Nai, Chiau Kwang Integration of social networks and recommendation of social activities (I) |
| title | Integration of social networks and recommendation of social activities (I) |
| title_full | Integration of social networks and recommendation of social activities (I) |
| title_fullStr | Integration of social networks and recommendation of social activities (I) |
| title_full_unstemmed | Integration of social networks and recommendation of social activities (I) |
| title_short | Integration of social networks and recommendation of social activities (I) |
| title_sort | integration of social networks and recommendation of social activities i |
| topic | DRNTU::Engineering::Computer science and engineering::Computer applications::Social and behavioral sciences |
| url | http://hdl.handle.net/10356/43933 |
| work_keys_str_mv | AT naichiaukwang integrationofsocialnetworksandrecommendationofsocialactivitiesi |