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Assessing the Potential of Implementing Blockchain in Supply Chains Using Agent-based Simulation and Deep Learning [chapter]

Mohammad Obeidat, Luis Rabelo
2021 Engineering Analytics  
This research assesses Blockchain's implementation in supply chains through a methodology that uses deep learning and agent-based simulation.  ...  ., customers, companies, hackers, and cyber pirates) in a computer-generated market. Trust and other relationships are systematically captured to represent Blockchain additions.  ...  This requires using Deep Neural Networks to characterize the loan risks in a complex system such as a P2P market.  ... 
doi:10.1201/9781003137993-6 fatcat:e5so4s6mcvgb5e4rb44t4q53re

Estimating Fund-Raising Performance for Start-up Projects from a Market Graph Perspective [article]

Likang Wu, Zhi Li, Hongke Zhao, Qi Liu, Enhong Chen
2021 arXiv   pre-print
In addition, we discriminatively model the project competitiveness and market preferences by designing two graph-based neural network architectures and incorporating them into a joint optimization stage  ...  To that end, in this paper, we present a focused study on this important problem from a market graph perspective.  ...  For P2P lending, the loan requirements and investing lenders can also be matched by hybrid GCN [32] .  ... 
arXiv:2105.12918v1 fatcat:zckoudtbujfdzjfijjxnmohibm

How to derive causal insights for digital commerce in china? a research commentary on computational social science methods

David C.W. Phang, Kanliang Wang, Qiuhong Wang, Robert J. Kauffman, Maurizio Naldi
2019 Electronic Commerce Research and Applications  
How to derive causal insights for digital commerce in China? A research commentary on computational social science methods. (2019).  ...  Context: P2P lending Data: Meso-level dataset from a P2P platform in China; 6079 defaults, 46,494 non-default loans Random forest Table A2 A2 Representative Mobile Commerce Empirical Research  ...  (2018b) Is it possible to do dynamic prediction of the probability of P2P loan default?  ... 
doi:10.1016/j.elerap.2019.100837 fatcat:segj5fu3evdqdjveyd54w7cbwq

The Vessel Schedule Recovery Problem (VSRP) – A MIP model for handling disruptions in liner shipping

Berit D. Brouer, Jakob Dirksen, David Pisinger, Christian E.M. Plum, Bo Vaaben
2013 European Journal of Operational Research  
We develop an interactive approach that helps in finding the best solution of a decision maker who has a quasiconcave utility function.  ...  in one-way carsharing systems as an approach to solve vehicle stock imbalance.  ...  -Optimal Dynamic Tax Evasion: A Portfolio Approach Francesco Menoncin, Economics, Brescia University, Via S. Faustino, 74/B, 25122, Brescia, Italy,, Rosella Levaggi  ... 
doi:10.1016/j.ejor.2012.08.016 fatcat:c27kagfnxnhjfbil2rydhjhomm

Investor sentiment-aware prediction model for P2P lending indicators based on LSTM

Yanyan Cui, Lixin Liu
The results show that the percentage of positive comments has a positive relationship to the borrowing interest rate of P2P platforms that investors are willing to participate in for bidding projects.  ...  In recent years, online lending has created many risks while providing lending convenience to Chinese individuals and small and medium-sized enterprises.  ...  on its website, and has become a network gathering place for P2P investors.  ... 
doi:10.1371/journal.pone.0262539 pmid:35085306 pmcid:PMC8794130 fatcat:pncgyx3rt5eupggroitbeivbty

Money and Trust in Metaverses, Bitcoin and Stablecoins in global social XR [article]

John Joseph O'Hare, Allen Fairchild, Umran Ali
2022 arXiv   pre-print
Bitcoin is selected as the best contender for value transfer in metaverses because of it's free and open source nature, and network effect. Challenges and risks of this approach are identified.  ...  A high level overview of Web3 technologies leads to a description of blockchain, and the Bitcoin network is specifically selected for detailed examination.  ...  The best 'distributed' example of this is probably Lend, at HODLHODL, which is a peer-to-peer loan marketplace.  ... 
arXiv:2207.09460v2 fatcat:l2zcoloatvhvzmta4cw52ggdju

Open Knowledge: Promises and Challenges [chapter]

Rufus Pollock, Jo Walsh
2012 The Digital Public Domain: Foundations for an Open Culture  
fashion, via email or P2P networks.  ...  With content registration services, converging networks and next-generation P2P environments in place, there will be a new market for micropayment.  ...  The W C s GRDDL recommendation performs exactly this task by letting publishers specify, either in each XML document or once in an XML schema, an XSL Transformation that extracts RDF/XML from XML. 16 Consider  ... 
doi:10.11647/obp.0019.07 fatcat:r3yre7bnmndbvbhggtzvdhdyaq

Understanding Smart Contracts: Hype or Hope? [article]

Elizaveta Zinovyeva, Raphael C. G. Reule, Wolfgang Karl Härdle
2021 arXiv   pre-print
Introduced in the early 1990s, the technology has gained a lot of attention with its application to blockchain technology to an extent, that can be considered a veritable hype.  ...  in an ever more digitized environment.  ...  Moreover, we performed a hybrid of manual and automatic grid hyper-parameter tuning.  ... 
arXiv:2103.08447v1 fatcat:jmek7zk54rcuzb2uciocz4jb3q

Engineering Decentralized Markets – A Blockchain Approach

Benedikt Notheisen
In der Dissertation wird die Eignung der Distributed Ledger oder Blockchain-Technologie als Infrastruktur für dezentrale Marktplattformen untersucht.  ...  Der erste Prototyp betrachtet die Anwendung in Märkten mit Qualitätsunterschieden und Informationsasymmetrien anhand des Gebrauchtwagenmarktes.  ...  In addition, there are hybrid approaches that combine decentralized and centralized elements.  ... 
doi:10.5445/ir/1000097569 fatcat:sbz46d5z55davhddua2x4i5vna

The Digital Public Domain

Melanie Dulong De Rosnay, Juan Carlos, De Martin, Melanie Dulong De Rosnay, Juan Carlos, De Martin
peer-to-peer fashion, via email or P2P networks.  ...  With content registration services, converging networks and next-generation P2P environments in place, there will be a new market for micropayment.  ...  The W3C's GRDDL recommendation performs exactly this task by letting publishers specify, either in each XML document or once in an XML schema, an XSL Transformation that extracts RDF/XML from XML. 16 Consider  ... 

The Future of Law and eTechnologies The Future of Law and eTechnologies

Tanel Kerikmäe, Addi, Rull Editors, Tanel Kerikmäe, Addi Rull
If one party A provides a loan 57 to the other party B in BTC, the regulation to loan agreements apply.  ...  Technical Assumptions: Mechanics of Bitcoin By technical nature, Bitcoin is a computer program/network/file having two major dimensions: P2P user network (operating network) and units of Bitcoins (encrypted  ...  According to the Estonian Family Law Act, 14 marriage is contracted in the presence of a registry official of a vital statistics office (registrar 15 ). 16 Procedure begins by the presentation of  ... 

OASIcs, Volume 86, Gabbrielli's Festschrift, Complete Volume [article]

Frank S. de Boer, Jacopo Mauro
Acknowledgements We thank the anonymous reviewers for their detailed and very useful criticisms and recommendations that helped us to improve our paper.  ...  loans and manage investments, at insurance agencies to evaluate coverage suitability and costs for clients.  ...  loan, etc.).  ... 
doi:10.4230/oasics.gabbrielli fatcat:quirdjgconeajayodg7uri43x4

Singularities: technoculture, transhumanism, and science fiction in the 21st Century SINGULARITIES: TECHNOCULTURE, TRANSHUMANISM, AND SCIENCE FICTION IN THE 21 ST CENTURY

Joshua Raulerson, Joshua Raulerson, Charles Stross, Cory Doctorow, Neal Stephenson, Bruce Sterling, Rudy Rucker, William Gibson, Joshua Raulerson
2010 unpublished
As a project of literary criticism specifically, the study works to identify and theorize a grouping of texts that is emerging from cyberpunk and postcyberpunk tendencies in contemporary SF, organized  ...  Since the late twentieth century, prompted by the all-but-exponential growth of machine intelligence and global information networks, and by the still largely obscure but increasingly profound-seeming  ...  Apart from fostering a needed level of trust among nodes, in the context of peer-to-peer (P2P) networking reputation can also be the basis for decisions of resource allocation.  ...