How to Sell a Data Set? Pricing Policies for Data Monetization
نویسندگان
چکیده
The wide variety of pricing policies used in practice by data sellers suggests that there are significant challenges sets. In this paper, we develop a utility framework is appropriate for buyers and the corresponding seller. Buyers interested purchasing set have private valuations two aspects—their ideal record they value most, rate at which their valuation records decays as differ from buyers’ record. seller allows individual to filter select interest them. multidimensional information coupled with endogenous selection makes seller’s problem optimally challenging one. We formulate tractable model successfully exploit its special structure obtain optimal near-optimal data-selling mechanisms. Specifically, provide insights into conditions under commonly mechanism—namely, price-quantity schedule—is When leading optimality schedule do not hold, show offers an attractive worst-case guarantee relative mechanism. Further, numerically solve mechanism actual performance simple well-known schedules—namely, two-part tariff two-block tariff—is near optimal. also quantify allowing set.
منابع مشابه
a new approach to credibility premium for zero-inflated poisson models for panel data
هدف اصلی از این تحقیق به دست آوردن و مقایسه حق بیمه باورمندی در مدل های شمارشی گزارش نشده برای داده های طولی می باشد. در این تحقیق حق بیمه های پبش گویی بر اساس توابع ضرر مربع خطا و نمایی محاسبه شده و با هم مقایسه می شود. تمایل به گرفتن پاداش و جایزه یکی از دلایل مهم برای گزارش ندادن تصادفات می باشد و افراد برای استفاده از تخفیف اغلب از گزارش تصادفات با هزینه پائین خودداری می کنند، در این تحقیق ...
15 صفحه اولResilient Big Data Monetization
Big Data Monetization is resembled by the domination of service provider’s measurement tools over Smart-device user’s common-interests (e.g. environmental information, emo-tion, etc.). However, adaptation to usage-dynamics necessitates stronger binding between common-interests and measurementtools. Hence, Resilient Big Data monetization is devised as kdominance and m-connectivity problems, such...
متن کاملMonetization Strategies for the Web of Data
Inspired by the World Wide Web, the Web of Data is a network of interlinked data fragments. One of the main advantages of the Web of Data is that all of its content is processable by machines. However, this also has its drawbacks when it comes to monetization of the content: advertisements and donations—two important financial motors in the World Wide Web—do not translate into the Web of Data a...
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: Information Systems Research
سال: 2021
ISSN: ['1047-7047', '1526-5536']
DOI: https://doi.org/10.1287/isre.2021.1027