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There are various ways to access a Facebook account such as through a web browser, mobile applications and third-party desktop applications for Facebook. Platforms like desktop applications for social media are of benefit to users as they provide ease of access and availability, but in the case of a user\u2019s data privacy breach including illegitimate social behavior, it becomes a challenge for the forensic examiners to track such activities for learning purposes. The aim of digital forensics is to get hold of the existing legal evidence present within the digital media. The major focus of this research is to investigate and analyze the two Facebook desktop applications: Fosimo and Sobees, with respect to the tracking of the user activities. The Facebook desktop applications are examined by analyzing the Windows registry, browser, cookie, cache, connection analysis and the local installation directory. As a result of this research, we ensure that the footprint gathering of the user activity from Windows registry and browser files is performed in such a way that it could be used for forensic artifacts modeling keeping the integrity of the whole process.<\/jats:p>","DOI":"10.3233\/jifs-169105","type":"journal-article","created":{"date-parts":[[2016,10,14]],"date-time":"2016-10-14T10:30:47Z","timestamp":1476441047000},"page":"2645-2658","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":2,"title":["Forensic artifacts modeling for social media client applications to enhance investigatory learning mechanisms"],"prefix":"10.1177","volume":"31","author":[{"given":"Haider","family":"Abbas","sequence":"first","affiliation":[{"name":"King Saud University, Riyadh, Saudi Arabia"},{"name":"National University of Sciences and Technology, Islamabad, Pakistan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Muhammad","family":"Yasin","sequence":"additional","affiliation":[{"name":"National University of Sciences and Technology, Islamabad, Pakistan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fahad","family":"Ahmed","sequence":"additional","affiliation":[{"name":"National University of Sciences and Technology, Islamabad, Pakistan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anam","family":"Sajid","sequence":"additional","affiliation":[{"name":"Shaheed Zulfiqar Ali Bhutto Institute of Science and Technology (SZABIST), Islamabad, Pakistan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Farrukh Aslam","family":"Khan","sequence":"additional","affiliation":[{"name":"King Saud University, Riyadh, Saudi Arabia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rana Aamir Raza","family":"Ashfaq","sequence":"additional","affiliation":[{"name":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, Guangdong, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nur Al Hasan","family":"Haldar","sequence":"additional","affiliation":[{"name":"King Saud University, Riyadh, Saudi Arabia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2016,11]]},"reference":[{"issue":"3","key":"e_1_3_2_2_2","first-page":"4427","article-title":"\u201cWindows registry forensics: An imperative step in tracking data theft via USB devices\u201d","volume":"3","author":"Roy T.","year":"2012","unstructured":"RoyT. and JainA., \u201cWindows registry forensics: An imperative step in tracking data theft via USB devices\u201d, International Journal of Computer Science and Information Technologies3(3) (2012), 4427\u20134433.","journal-title":"International Journal of Computer Science and Information Technologies"},{"key":"e_1_3_2_3_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.diin.2009.02.002"},{"key":"e_1_3_2_4_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.diin.2006.04.002"},{"key":"e_1_3_2_5_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.diin.2006.10.004"},{"key":"e_1_3_2_6_2","unstructured":"BoneB. \u2018Registry Quick Find Chart\u2019 AccessData Help Center 2015. 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