Trust Mining: Analyzing Trust in Collaborative Business Processes
نویسندگان
چکیده
The ongoing digital transformation and internationalization of business processes cause a shift towards more collaborative nature processes. In such collaborations, different organizations execute separate parts the process autonomously. This fragmentation leads to uncertainty regarding correct execution activities, proper workflow, data in flow. If engage together, trust is needed. Therefore, we propose Trust Mining as an analytical approach better understand uncertainties potential issues that arise from them. takes model input analyzes relationships. end, evaluation requirements specific stakeholders given. Furthermore, present prototypical implementation illustrate how can be used trust-aware (re-)design.
منابع مشابه
Trust-Based Collaborative Filtering
k-nearest neighbour (kNN) collaborative filtering (CF), the widely successful algorithm supporting recommender systems, attempts to relieve the problem of information overload by generating predicted ratings for items users have not expressed their opinions about; to do so, each predicted rating is computed based on ratings given by like-minded individuals. Like-mindedness, or similarity-based ...
متن کاملTrust in collaborative web applications
Collaborative functionality is increasingly prevalent in web applications. Such functionality permits individuals to add – and sometimes modify – web content, often with minimal barriers-to-entry. Ideally, large bodies of knowledge can be amassed and shared in this manner. However, such software also provide a medium for nefarious persons to operate. By determining the extent to which participa...
متن کاملTrust building and usage control for electronic business processes
Information technology (IT) supports companies to streamline their business processes. The main contributions of IT are the digitalization of data and efficient communication networks, which allow companies to automatize their business processes and thus increase their efficiency, i.e., their value creation. This effort started with the optimization of internal business processes within a compa...
متن کاملMailOfMine - Analyzing Mail Messages for Mining Artful Collaborative Processes
Artful processes are informal processes typically carried out by those people whose work is mental rather than physical (managers, professors, researchers, engineers, etc.), the so called “knowledge workers”. In this paper we propose the MailOfMine approach, to automatically build, on top of a collection of email messages, a set of workflow models that represent the artful processes laying behi...
متن کاملProfessional Use of Process Mining for Analyzing Business Processes
A professional application of Process Mining has been established in the context of a methodology as defined by a consultancy firm. The results of the research show where in the context of consultancy Process Mining is used and how clients can benefit from expertise and standardized work.
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: IEEE Access
سال: 2021
ISSN: ['2169-3536']
DOI: https://doi.org/10.1109/access.2021.3075568