Privacy budget management and noise reusing in multichain environment

2021 ◽  
Author(s):  
Wenchao Jiang ◽  
Zongxin Ma ◽  
Suisheng Li ◽  
Hong Xiao ◽  
Jianren Yang
Keyword(s):  
Budget Management ◽  
Privacy Budget

scholarly journals LinkedIn's Audience Engagements API

2021 ◽  
Vol 11 (3) ◽  
Author(s):  
Ryan Rogers ◽  
Subbu Subramaniam ◽  
Sean Peng ◽  
David Durfee ◽  
Seunghyun Lee ◽  
...  
Keyword(s):  
Real Time ◽  
Data Analytics ◽  
Differential Privacy ◽  
Management Service ◽  
Budget Management ◽  
Time Data ◽  
Audience Engagement ◽  
Marketing Analytics ◽  
Real Time Data ◽  
Privacy Budget

We present a privacy system that leverages differential privacy to protect LinkedIn members' data while also providing audience engagement insights to enable marketing analytics related applications. We detail the differentially private algorithms and other privacy safeguards used to provide results that can be used with existing real-time data analytics platforms, specifically with the open sourced Pinot system. Our privacy system provides user-level privacy guarantees. As part of our privacy system, we include a budget management service that enforces a strict differential privacy budget on the returned results to the analyst. This budget management service brings together the latest research in differential privacy into a product to maintain utility given a fixed differential privacy budget.

scholarly journals A Financial Incentive Mechanism for Truthful Reporting Assurance in Online Crowdsourcing Platforms

2021 ◽  
Vol 16 (6) ◽  
pp. 2014-2030
Author(s):  
Alireza Mohammadi ◽  
Seyyed Alireza Hashemi Golpayegani
Keyword(s):  
Mechanism Design ◽  
Financial Incentive ◽  
Incentive Mechanism ◽  
High Volume ◽  
Effective Strategy ◽  
Budget Management ◽  
Management Mechanism ◽  
Price Management ◽  
Budget Feasible

In today’s world, crowdsourcing is regarded as an effective strategy to deal with a high volume of small issues whose solutions can have their own complexities in systems. Moreover, requesters are currently providing hundreds of thousands of tasks in online job markets and workers need to perform these tasks to earn money. Thus far, various aspects of crowdsourcing including budget management, mechanism design for price management, forcing workers to behave truthfully in bidding prices, or maximized gains of crowdsourcing have been considered in different studies. One of the main existing challenges in crowdsourcing is how to ensure truthful reporting is provided by contributing workers. Since the amount of pay to workers is directly correlated with the number of tasks performed by them over a period of time, it can be predicted that strong incentives encourage them to carry out more tasks by giving untruthful answers (providing the first possible answer without examining it) in order to increase the amount of pay. However, crowdsourcing requesters need to obtain truthful reporting as an output of tasks assigned to workers. In this study, a mechanism was developed whose implementation in crowdsourcing could ensure truthful reporting by workers. The mechanism provided in this study was evaluated as more budget feasible and it was also fairer for requesters and workers due to its well-defined procedure.

Household budget management and women’s position in peasant families in the Polish lands in the nineteenth and early twentieth centuries

Rural History ◽  
2021 ◽  
pp. 1-17
Author(s):  
Elwira Wilczyńska
Keyword(s):  
Low Income ◽  
Rural Women ◽  
Budget Management ◽  
Decisive Importance ◽  
The Family ◽  
Female Part ◽  
Household Budget ◽  
Low Income Families ◽  
Women's Earnings ◽  
Peasant Women

Abstract This article attempts to answer the question about the position of women in Polish peasant families in the late nineteenth and early twentieth centuries based on the memoirs of rural women. Contrary to the claim that taking control over the household budget gave women more power on the farm, memoirs of peasant women show that it was rather an additional duty and responsibility. This problem mainly affected low-income families, where income from typically male activities was insufficient, so homemakers supported the family from the female part of the farm: gardening and dairy production. Thus, despite the decisive importance of women’s earnings for the household budget, their power in the family had only a symbolic dimension.

Implementasi CSR PT. Pos Indonesia Pada Program Bantuan Sarana Peribadatan

2020 ◽  
Vol 2 (3) ◽  
pp. 281-300
Author(s):  
Hadi Nurdin ◽  
Dang Eif Saiful Amin ◽  
Dyah Rahmi Astuti
Keyword(s):  
Research Method ◽  
Budget Management ◽  
Case Study Method ◽  
Assistance Program ◽  
Budget Planning ◽  
Second Stage ◽  
The Third ◽  
Third Stage ◽  
Last Stage

ABSTRAK Tulisan ini bertujuan untuk mengetahui implementasi  CSR PT. Pos Indonesia pada program bantuan sarana peribadatan mulai dari tahap perencanaan, pengorganisasian, pelaksanaan dan pengawasan. Metode penelitian ini menggunakan metode studi kasus untuk mengetahui karakteristik  dengan cara berinteraksi secara langsung dan mendalam mengenai sebuah kasus dan ringkasan yang digambarkan pada konteks di atas mendasari untuk menggali dan mendeskripsikan kegiatan-kegiatan divisi PKBL PT. Pos Indonesia. Analisis penelitian ini menggunakan deskriptif kualittaif. Hasil penelitian menunjukan bahwa Implementasi Kegiatan Responsibility CSR pada program bantuan sarana peribadatan, mulai dari tahap pertama yaitu perencanaan agenda proposal, peninjauan proposal, dan perencanaan anggaran. Tahap kedua yaitu tahap pengorganisasian dengan mengorganisasikan persiapan, mengorganisasikan koordinasi dan mengorganisasikan pengelolaan anggaran. Tahap ketiga yaitu tahap pelaksanaan melaksanan briefing, melaksanakan program dilapangan dan melaksankan penyaluran dan. Tahap terakhir yaitu pengawasan  mengawasi program, mengawasi dana yang telah disalurkan. Kata Kunci : CSR; Implementasi; Bantuan Sarana Peribadatan ABSTRACT This research aims to determine the implementation of CSR PT. Pos Indonesia in the assistance program for worship facilities starting from the planning, organizing, implementing and monitoring stages. This research method uses a case study method to find out the characteristics by interacting directly and deeply about a case and a summary illustrated in the above context is underlying to explore and describe the activities of the PKBL division of PT. Indonesian post. The analysis of this study uses descriptive qualitative. The results of the study show that the implementation of CSR Responsibility Activities in the worship facilities assistance program, starting from the first stage, namely planning the proposal agenda, reviewing proposals, and budget planning. The second stage is the organizing stage by organizing preparations, organizing coordination and organizing budget management. The third stage is the stage of carrying out the briefing, implementing the program in the field and implementing the distribution and. The last stage is supervision overseeing the program, overseeing the funds that have been channeled. Keywords : CSR; Implementation; Religious Facilities Assistance

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