This chapter examines two aspects of privacy concerns that must be considered when conducting studies that include the collection of Web logging data. After providing background about privacy concerns, we first address the standard privacy issues when dealing with participant data. These include privacy implications of releasing data, methods of safeguarding data, and issues encountered with re-use of data. Second, the impact of data collection techniques on a researcher’s ability to capture natural user behaviors is discussed. Key recommendations are offered about how to enhance participant privacy when collecting Web logging data so as to encourage these natural behaviors. The author hopes that understanding the privacy issues associated with the logging of user actions on the Web will assist researchers as they evaluate the tradeoffs inherent between the type of logging conducted, the richness of the data gathered, and the naturalness of captured user behavior.
Privacy is an important consideration when conducting research that utilizes Web logs for the capture and analysis of user behaviors. Two aspects of privacy will be discussed in this chapter. First, it is important that governmental regulations, such as the Personal Information Protection and Electronic Documents Act (PIPEDA) in Canada, or organizational regulations, such as a university’s local research ethics board (REB) policies, are met. These regulations will dictate requirements for the storage and safeguarding of participant data as well as the use, re-use, and transfer of that data. Secondly, researchers may also find that providing privacy enhancing mechanisms for participants can impact the success of a study. Privacy assurances can ease study recruitment and encourage natural Web browsing behaviors. This is particularly important when capturing rich behavioral data beyond that which is ordinarily recorded in server transaction logs, as is generally the case for client-side logging. It is this second aspect of privacy that will be the primary focus of this chapter.
There are privacy concerns associated with viewing and releasing Web browsing data. Web browsers are typically used for a wide variety of tasks, both personal and work related (Hawkey & Inkpen, 2006a). The potentially sensitive information that may be visible within Web browsers and in data logs is tightly integrated with a person’s actions within the Web browser (Lederer, Hong, Dey, & Landay, 2004). Increasingly the Internet has become a mechanism by which people can engage in activities to support their emotional needs such as surfing the Web, visiting personal support forums, blogging, and investigating health concerns (Westin, 2003). Content captured within Web browsers or on server logs may therefore include such sensitive items as socially inappropriate activities, confidential business items, and personal activities conducted on company time, as well as more neutral items such as situation-appropriate content (e.g., weather information). Visual privacy issues have been investigated with respect to traces of prior Web browsing activity visible within Web browsers during co-located collaboration (Hawkey, 2007; Hawkey & Inkpen, 2006b). Dispositional variables, such as age, computer experience, and inherent privacy concerns, combine with situational variables, such as device and location, to create contextual privacy concerns. Within each location, the social norms and Web usage policies, role of the person, and potential viewers of the display and users of the device impact both the Web browsing behaviors and privacy comfort levels in a given situation. The impacted Web browsing behaviors include both the Web sites visited, as well as convenience feature usage such as history settings and auto completes. Furthermore, most participants reported taking actions to further limit which traces are potentially visible if given advanced warning of collaboration.
Recently the sensitivity of search terms has been a topic in the mainstream news. In August 2006, AOL released the search terms used by 658,000 anonymous users over a three month period (McCullagh, 2006). These search terms revealed a great deal about the interests of AOL’s users, and their release was considered to be a privacy violation. Even though only a few of the users were able to be identified by combining information found within the search terms they used, AOL soon removed the data from public access. This data highlighted the breadth of search terms with respect to content sensitivity as well as how much the terms could reveal about the users in terms of their concerns and personal activities.
Key Terms in this Chapter
Privacy: “The claim of an individual to determine what information about himself or herself should be known to others.” (Westin, 2003).
Anonymized Data: Data that has been collected with identifying information, but has had subsequent removal of any links between the data and identifying information so that the researcher can no longer discern the specific owner of the data.
Web Browsing Environment: The context within which Web browsing occurs. For studies of Web usage this includes the Web browser and its associated tools (e.g., history, specialized toolbars), the task, and the motivation for conducting the browsing.
Anonymous Data: Data that is collected without any associated identifying information.
Contextual Privacy Concerns: Privacy concerns vary in any given instance according to the inherent privacy concerns of the user and the situational factors at play. These include the viewer of the information, level of control retained over the information, and the type of information. Furthermore, these factors can vary according to the device in use and the location.
Proxy Logging: Software that serves as an intermediary between the user’s web browser and the web site servers. Users generally have to log-in to the proxy and the proxy server can be used to augment retrieved web pages.
Inherent Privacy Concerns: An individual’s general privacy concerns; their disposition to privacy. Factors which may impact a person’s disposition to privacy include their age and computer experience.
Server-Side Logging: Software that records Web browsing behavior at the server. Data collection is generally limited to navigation information.
Web Browsing Behaviors: User behaviors on the Web including their browsing activities and Web browser interactions. Privacy concerns have been found to impact Web browsing behaviours.
Client-Side Logging: Software that records Web browsing behavior at the user’s computer. This is generally achieved either through a custom web browser or through browser plug-ins such as tool bars or browser helper objects.
Complete Chapter List
Bernard J. Jansen, Amanda Spink, Isak Taksa
Bernard J. Jansen, Isak Taksa, Amanda Spink
W. David Penniman
Lee Rainie, Bernard J. Jansen
Bernard J. Jansen
Anthony Ferrini, Jakki J. Mohr
Kirstie Hawkey, Melanie Kellar
Seda Ozmutlu, Huseyin C. Ozmutlu, Amanda Spink
Brian Detlor, Maureen Hupfer, Umar Ruhi
Sandro José Rigo
Brian K. Smith, Priya Sharma, Kyu Yon Lim, Goknur Kaplan Akilli, KyoungNa Kim, Toru Fujimoto
Isak Taksa, Sarah Zelikovitz, Amanda Spink
Seda Ozmutlu, Huseyin C. Ozmutlu, Amanda Spink
Elmer V. Bernstam, Jorge R. Herskovic, William R. Hersh
Michael Chau, Yan Lu, Xiao Fang, Christopher C. Yang
Udo Kruschwitz, Nick Webb, Richard Sutcliffe
Adriana Andrade Braga
Isak Taksa, Amanda Spink, Bernard J. Jansen