Visualization of a scale free network in a smartphone-based multimedia big data environment
Smartphones equipped with varieties of sensors enable them in participatory and opportunistic crowd-sourced sensing. The built-in as well as external sensors paired with modern smartphones provide an ideal multimedia big data source, where a very large crowd can share audio, video, text, SMS, locat...
| Main Authors: | , , , , , |
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| Format: | Proceeding Paper |
| Language: | English English |
| Published: |
IEEE
2015
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/50736/ http://irep.iium.edu.my/50736/1/50736.pdf http://irep.iium.edu.my/50736/4/50736_Visualization%20of%20a%20Scale%20Free%20Network%20in%20a%20Smartphone-Based_Scopus.pdf |
| _version_ | 1848783708498165760 |
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| author | Ahmad, Akhlaq ., Md. Abdur Rahman Sadiq, Bilal Mohammed, Shady Basalamah, Saleh Wahiddin, Mohamed Ridza |
| author_facet | Ahmad, Akhlaq ., Md. Abdur Rahman Sadiq, Bilal Mohammed, Shady Basalamah, Saleh Wahiddin, Mohamed Ridza |
| author_sort | Ahmad, Akhlaq |
| building | IIUM Repository |
| collection | Online Access |
| description | Smartphones equipped with varieties of sensors enable them in participatory and opportunistic crowd-sourced
sensing. The built-in as well as external sensors paired with modern smartphones provide an ideal multimedia big data source, where a very large crowd can share audio, video, text, SMS, location, etc. In this paper, we will illustrate our proposed big data framework that has been storing multimedia data from a very large crowd since September 2014. Our framework uses Scale Free Network (SFN) to represent the dynamics of large crowd and produces visualization metrics by running spatio-temporal queries over the proposed multimedia big data framework. |
| first_indexed | 2025-11-14T16:25:39Z |
| format | Proceeding Paper |
| id | iium-50736 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-14T16:25:39Z |
| publishDate | 2015 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-507362017-09-07T09:27:08Z http://irep.iium.edu.my/50736/ Visualization of a scale free network in a smartphone-based multimedia big data environment Ahmad, Akhlaq ., Md. Abdur Rahman Sadiq, Bilal Mohammed, Shady Basalamah, Saleh Wahiddin, Mohamed Ridza T Technology (General) Smartphones equipped with varieties of sensors enable them in participatory and opportunistic crowd-sourced sensing. The built-in as well as external sensors paired with modern smartphones provide an ideal multimedia big data source, where a very large crowd can share audio, video, text, SMS, location, etc. In this paper, we will illustrate our proposed big data framework that has been storing multimedia data from a very large crowd since September 2014. Our framework uses Scale Free Network (SFN) to represent the dynamics of large crowd and produces visualization metrics by running spatio-temporal queries over the proposed multimedia big data framework. IEEE 2015 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/50736/1/50736.pdf application/pdf en http://irep.iium.edu.my/50736/4/50736_Visualization%20of%20a%20Scale%20Free%20Network%20in%20a%20Smartphone-Based_Scopus.pdf Ahmad, Akhlaq and ., Md. Abdur Rahman and Sadiq, Bilal and Mohammed, Shady and Basalamah, Saleh and Wahiddin, Mohamed Ridza (2015) Visualization of a scale free network in a smartphone-based multimedia big data environment. In: The First IEEE International Conference on Multimedia Big Data : BigMM 2015, 20th-22nd April 2015, Beijing, China. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7153899&tag=1 10.1109/BigMM.2015.48 |
| spellingShingle | T Technology (General) Ahmad, Akhlaq ., Md. Abdur Rahman Sadiq, Bilal Mohammed, Shady Basalamah, Saleh Wahiddin, Mohamed Ridza Visualization of a scale free network in a smartphone-based multimedia big data environment |
| title | Visualization of a scale free network in a smartphone-based multimedia big data environment |
| title_full | Visualization of a scale free network in a smartphone-based multimedia big data environment |
| title_fullStr | Visualization of a scale free network in a smartphone-based multimedia big data environment |
| title_full_unstemmed | Visualization of a scale free network in a smartphone-based multimedia big data environment |
| title_short | Visualization of a scale free network in a smartphone-based multimedia big data environment |
| title_sort | visualization of a scale free network in a smartphone-based multimedia big data environment |
| topic | T Technology (General) |
| url | http://irep.iium.edu.my/50736/ http://irep.iium.edu.my/50736/ http://irep.iium.edu.my/50736/ http://irep.iium.edu.my/50736/1/50736.pdf http://irep.iium.edu.my/50736/4/50736_Visualization%20of%20a%20Scale%20Free%20Network%20in%20a%20Smartphone-Based_Scopus.pdf |