A Component Architecture for Dynamically Managing Privacy Constraints in Personalized Web-Based Systems

Kobsa, Alfred

doi:10.1007/978-3-540-40956-4_12

Cited by 17 publications

(8 citation statements)

References 16 publications

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“…The secure-privacy and privacy-laws will protect the information of individuals and enterprises. In secure-privacy, it is potential to recognize the end-users along with their realistic efforts based on the information that the system or network gathers and then it applies to adapted systems [2]. The many countries formed the privacy laws for processing and restricting the personal data in the regional-globalregional territory.…”

Section: Operational Secure-privacy and Privacy-lawsmentioning

confidence: 99%

“…The many countries formed the privacy laws for processing and restricting the personal data in the regional-globalregional territory. In present days, most of software designers are willing to design the software applications with higher quality of secure and privacy execution [2]. In addition of identification of secure based components, it is mandatory to identify the privacy based components to avoid the various internal-externalinternal secure threads and vulnerabilities.…”

Section: Operational Secure-privacy and Privacy-lawsmentioning

confidence: 99%

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Software reusability development through NFL approach for identifying security based inner relationships of affecting factors

Devi¹,

Rama²

2020

IJECE

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<span lang="EN-US">In component based software reusability development process, the software developers have to choose the best components which are self adaptive future to overcome the functional errors, framework mismatches, violation of user level privacy issues and data leakage feasibilities. The software developers can build high quality software applications by taking the consideration of the reusable components which are more suitable to provide high level data security and privacy. This paper has proposing the neural based fuzzy framework based approach to estimate the reusable components which are directly and indirectly involve the security and privacy to improve the quality of the software system. This approach has considered the twenty effecting factors and fifty three attribute matrices. It has formed with three stages of execution scenarios. The first stage has executed with eleven effecting factors and eighteen attribute matrices for identification of supporting software reusability components, the second stage has executed with four effecting factors and thirty five attribute matrices for identification of sub-internal relationships in terms of security-privacy, and the third stage has executed with eight effecting factors and six attribute matrices for identification of sub of sub-internal relationships in terms of security risk estimation. This analytical finding proposes a fuzzy logic model to evaluate the most feasible effecting factors that influence the enterprise level data security-privacy practices at real time environment.</span>

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Section: Operational Secure-privacy and Privacy-lawsmentioning

confidence: 99%

Section: Operational Secure-privacy and Privacy-lawsmentioning

confidence: 99%

Software reusability development through NFL approach for identifying security based inner relationships of affecting factors

Devi¹,

Rama²

2020

IJECE

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“…First, the anonymous [6] or pseudonymous [6] are methods which use a pen name to prevent the exposure of information such as its owner's identity from being posted in personal media. But there is some defects that user's identity can be detected by inferring and the social networks can be broken.…”

Section: Related Workmentioning

confidence: 99%

An Approach to Privacy Enhancement for Access Control Model in Web 3.0

Cho

Moon

Park³

et al. 2008

2008 Third International Conference on Convergence and Hybrid Information Technology

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The recent web technology has been developed by three mainsprings which include integration, virtualization, and socialization. The web technology provides the increment of the social networking ability. However it deepens the exposure of privacy about personal information as more complicating and difficult problems. Representatively, it is impossible to define and manage the specific relation, so the personal information and interest can be inferred from collecting and summarizing the contents. Also, there are some problems that it is hard to construct the information owner's own social network. Thus this paper proposes the new access control model which enhances the user privacy of the existing access control methods in web 2.0. This method prevents privacy such as personal inclination from being exposed and enables to define and manage the specific relation. By doing this the information owners can construct their social network. This social network can be applied and extended to web contents.

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“…In order to enable personalized web-based systems to respect users' individual privacy constraints, Kobsa [8] proposed a user modeling framework that encapsulates different personalization methods in individual components and, at any point during runtime, ensures that only those components that comply with current privacy constraints can be used. We adopted a Product Line Architecture (PLA) approach to implement this design.…”

Section: Our Privacy-enhancing User Modeling Frameworkmentioning

confidence: 99%

Performance Evaluation of a Privacy-Enhancing Framework for Personalized Websites

Wang

Kobsa

2009

User Modeling, Adaptation, and Personalization

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Abstract. Reconciling personalization with privacy has been a continuing interest in the user modeling community. In prior work, we proposed a dynamic privacy-enhancing user modeling framework based on a software product line architecture (PLA). Our system dynamically selects personalization methods during runtime that respect users' current privacy preferences as well as the prevailing privacy laws and regulations. One major concern about our approach is its performance since dynamic architectural reconfiguration during runtime is usually resource-intensive. In this paper, we describe four implementations of our system that vary two factors, and an in-depth performance evaluation thereof under realistic workload conditions. Our study shows that a customized version performs better than the original PLA implementation, that a multi-level caching mechanism improves both versions, and that the customized version with caching performs best. The average handling time per user session is less than 0.2 seconds for all versions except the original PLA implementation. Overall, our results demonstrate that with a reasonable number of networked hosts in a cloud computing environment, an internationally operating website can use our dynamic PLA-based user modeling approach to personalize their user services, and at the same time respect the individual privacy desires of their users as well as the privacy norms that may apply.

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A Component Architecture for Dynamically Managing Privacy Constraints in Personalized Web-Based Systems

Cited by 17 publications

References 16 publications

Software reusability development through NFL approach for identifying security based inner relationships of affecting factors

Software reusability development through NFL approach for identifying security based inner relationships of affecting factors

An Approach to Privacy Enhancement for Access Control Model in Web 3.0

Performance Evaluation of a Privacy-Enhancing Framework for Personalized Websites

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