what is the intersection of computer science and economics

There is also a entire subfield of cybersecurity at the intersection with economics, based on the realization that many attackers are economically motivated. Economics informs what outcomes algorithms can compute in the presence of self-motivated individuals. This paper describes a novel semester-long undergraduate-level course in the intersection of computer science and economics at Duke University, titled "CPS 173: Computational Microeconomics. An intersection of two lines is a point where the graphs of two lines cross each other. endobj Despite his fears about his English proficiency, his passion for combining computer science and biology came across. Computational economics is a field of economic study at the intersection of computer science, economics and management science. endobj endobj endobj Three main elements are introduced: epidemiology, social network analysis, and the economics needed to model the Computer Science-Economics. endobj Students will not only be able to work with large datasets (“Big Data”), but they will be able to create, analyze, and interpret this information. An introductory economics textbook describes … 14 0 obj <> It’s a topic that sits at the intersection of arts, science and mathematics, offering a mindset that is equal parts creative, analytical and results-focused. This includes applying techniques from computer science and optimization to economics -- for example, using … endobj endobj endobj 26 0 obj Prerequisite to this major is basic understanding of computer programming, discrete math, calculus, and economics. x�u��N�0��>&HdvҤ �8� ��8 cdcBka+��8c��K�X��ۿ��Gד�)��)�M'�&��r�`3�mH��#�ӄ`��f�Gˣ4�M�]O :t8��dtN`T�Hc�\�܁)��M�`��E��joir/ʰY��,�h^׋��d��v�*t|/�H��>��%�h%e"lczޮ��A��V�P�2��ϴ�D&�� 22�P3�CSe��y�3IV,�Z�lxցj�]X�/�*�ۉ��M� You can check whether two lines are parallel by determining their slope. •Computer Science: –Efficient Algorithms –Complexity (space, runtime) –Communication costs –Information processing, information flow –User Interfaces, System constraints –… •Economics: –Incentives –Efficiency –Revenue –… •Econ+CS = incentive constraints … <> <>/ExtGState<>/ProcSet[/PDF/Text/ImageB/ImageC/ImageI] >>/MediaBox[ 0 0 720 540] /Contents 11 0 R/Group<>/Tabs/S/StructParents 1>> 13 0 obj We study markets for information, developing tools for a market maker to solicit beliefs from individuals in order to make predictions about the world. It was founded in 2016 with the purposes of research, education and consulting at the intersection of economics and computer science. ɕ�Y»��!�Z'��t�Y��2E;�i� ��izQ�;R�)��2l��ZeS�l��^�׳�K��vChR��OĘQ�銁��y��@�߯��k�@��t�kH-�rꉜ�s�b�H�9dG��o�+�YwHs��NۛeY�!=�-F hW��;˶��N�Fy�D^l_�b�H�ȻFE�2�u�}�՛A=61�]n[��.��Bq�Rӣ�v t��x�tO��t�$��v�y�e`覬ڶn�B�ߐ�Aփ��?�˽f_(�: ��mi And there’s a lot of science fiction where the economics is there, but it’s not in your face. <> The same for computer science. x��WMo�H�#��NU��y>2��F��F�C��IB6$;;�~�ۘ�`�M�^U��.~�~��f�e0 ��n%"�R��)k^�n��O��\|�C�0_w;�5bLhj��߻TB�G��]��2�LCT��,p4�,�Q2MA��3�y��s�`��jxp˶� any place of intersection or the act or fact of intersecting. Politics and economics are more visibly connected, thanks to the inseparable link between the science of state and the health of the economy. <> ... One important aspect of Complexity Science is the idea of “emergence” or “self-organization,” where simple rules or circumstances lead to events that are not scripted. in the intersection of computer science (especially AI and theory) and economics (especially microeconomic theory). We explore pricing policies and auction designs that efficiently compute approximately optimal outcomes in equilibrium even in the presence of constraints on the complexity of the solution. We discuss the relevance of the recent machine learning (ML) literature for economics and econometrics. endobj The specialization Econometrics and Data Science offers an excellent opportunity for those wishing to enhance their quantitative profile for a career in data science. stream In computer science, a set is an abstract data type that can store unique values, without any particular order.It is a computer implementation of the mathematical concept of a finite set.Unlike most other collection types, rather than retrieving a specific element from a set, one typically tests a value for membership in a set.. But economics helps pull back the curtain of why such patterns emerge, he says, by offering theories of how people strategized for these patterns to arise. Correspondingly, the Computer Science concentration has strong ties not just to engineering, but also economics, law, biology, physics, statistics, mathematics, and more. <>/XObject<>/Font<>/ProcSet[/PDF/Text/ImageB/ImageC/ImageI] >>/MediaBox[ 0 0 720 540] /Contents 25 0 R/Group<>/Tabs/S/StructParents 3>> Economics and computer science share a deep connection that traces to the dawn of modern computing. There is quite a long process between the invention of logic, and it's encoding into the physical realm through machine logic. Bioinformatics is a rapidly growing field at the intersection of biology and computer science. Our 2015–16 Research Fellows, Ben Brooks and Mohammad Akbarpour, have organized a conference in August on the Frontiers of Economic Theory and Computer Science that will bring together economists and computer scientists to explore promising new research directions in this exciting area of endeavor. Musings at the intersection of Mathematics, Electrical Engineering, Computer Science, Operations Research and Economics See more. tje�� intersection. Opportunity at the Intersection of Computation and Economics. The humanities teach us how much those numbers fail to capture. 19 0 obj [ 21 0 R] 9 0 obj Thesis: Select Problems at the Intersection of Computer Science and Economics . If you major in computer science, you will need to complete 41-44 hours of computer science course work (including at least 9 hours of upper level courses), 15-18 hours of mathematics, 6 hours of economics, and 6 hours of English. Their models shed light on the design of optimal rules governing economic interaction under incentive constraints. This paper describes a novel semester-long undergraduate-level course in the intersection of computer science and economics at Duke University, titled "CPS 173: Computational Microeconomics." 22 0 obj Economists have developed a rich and deep theory of individual behavior. 1 0 obj stream Our theories shed light on many of the traditional economic applications, including spectrum auctions, organ transplantation, school choice, and the like. “There are likely many problems at the intersection of technology, social science, and policy that are difficult to address or even unsolvable without this sort of effort to bridge disciplines. In recent years, major research advances have taken place in the intersection of computer science and economics, but this material has so far been taught primarily at the graduate level. In labor markets, drivers are hired through apps like Uber and Lyft; unskilled laborers can be hired in TaskRabbit; and short-term skilled labor contracts are available through platforms like Up Work and Mechanical Turk, giving rise to questions about matching policies. And social media platforms like Facebook and Twitter give rise to questions about the impact of network structure. Every pair of lines does have an intersection, except if the lines are parallel. x��Mo�8��x$ۆ��[�4��]��ɢ�v� �b9k)��w('i��6�A��ΐ��D��|&��B�R8� F��泯�H3��z:#��C�W��Z9�g��hͅ��r,�9D�� u�n��G��ׇ��c��H�4m ��\�9��`�і2��7z�@ӒtӰ#I��j�e��;_� 2 �"R�§aЊK� In recent years, major research advances have taken place in the intersection of computer science and economics, but this material has so far been taught primarily at the graduate level. The EconCS group at the Harvard John A. Paulson School of Engineering and Applied Sciences draws on methodologies from AI, multi-agent systems, computer science theory, microeconomic theory, optimization and distributed systems. The difference between Information Technology and Computer Science. $.' IMAGE: Purdue University researchers are doing work at the intersection of artificial intelligence and neuroscience.In this photo, a research participant is wearing an EEG cap with electrodes. At the moment, Luzius Meisser is its sole employee. Then we discuss some specific methods from the ML literature that we view as important for empirical researchers in economics. This group works at the intersection of these two fields. endobj <> But of particular interest to our group are the new online markets and meeting places, often designed and built at computer science companies like ours. <>/ExtGState<>/ProcSet[/PDF/Text/ImageB/ImageC/ImageI] >>/MediaBox[ 0 0 720 540] /Contents 18 0 R/Group<>/Tabs/S/StructParents 2>> Economics informs what outcomes algorithms can compute in the presence of self-motivated individuals. By Victor Naroditskiy and Advisor Amy Greenwald and Advisor Amy Greenwald. endobj <> endobj 20 0 obj Inspired by recent critical interventions in gender and technology studies, the paper aims to open up more culturally situated analyses of the gendering of technology or the technology of gendering, with the Malaysian case exemplifying the core of the argument. <> 24 0 obj It prepares students for professional careers that incorporate aspects of economics and computer technology and for academic careers conducting research in areas that emphasize … �� q��b�Q�'q�G0�4��g�8�]P�a�`��p�d6�-�)L��1~V�rl൬W�q4%w�j��>��:�Fޯ��1Q"aB5M�gw�� )v�)�H�L�/�>�5�0@ բ5�GK�3jIYIe��f��pDyB�^[��HRfy��ė-�m�R1a��o�oHɍ��SE��d�+�t~׿�\�b��K��dA�?��j��A�޲|�ك��d܆#;�Ձ�k?��>�n^�w0��T��.�r_�R3�;i�ae The first one is picking your spot. �/��i��m�zn��$��٫��W�½� stream [ 14 0 R] For students who have not taken these or equivalent courses in high school, the programming prerequisite may be satisfied with CPSC 100 or CPSC 112; the discret… W e are a group of Duke University faculty, postdocs, and students interested in the intersection of computer science and economics (and the social sciences more broadly) and the impact of this interplay on decisions in information technology and digital business. The intersection of this new perspective with traditional computer science is probably farthest advanced in the area of HCI, and permeates the areas of intellectual property protection (e.g., Copyleft and Creative Commons) and the whole blogging/social networking software area. 21 0 obj are all areas where the two connect. In a computer … There are many areas of overlap. BibTeX @MISC{Naroditskiy_thesis:select, author = {Victor Naroditskiy and Advisor Amy Greenwald and Advisor Amy Greenwald}, title = {Thesis: Select Problems at the Intersection of Computer Science and Economics}, year = {}} Our theories revolve around pricing, matching, information, learning, and networks. She serves in many advisory boards, including Sensics Inc, Mersive Corp, and Micoy and has performed corporate consulting in many companies around the world. Review manuscripts assessing, in a critical and in-depth manner, a broad trend at the intersection of computer and information science, providing integration of the prior research, and recommendations for further work in the area. Complexity is simple. CiteSeerX - Document Details (Isaac Councill, Lee Giles, Pradeep Teregowda): In recent years, major research advances have taken place in the intersection of computer science and economics, but this material has so far been taught primarily at the graduate level. Programming languages & software engineering. <> <> This paper describes a novel semester-long undergraduate-level course in the intersection of computer science and economics … Together, these interdisciplinary researchers can design and build markets and platforms with robust and socially-desirable properties. 11 0 obj endobj 4 0 obj Mathematical economics is best defined as a sub-field of economics that examines the mathematical aspects of economics and economic theories. ... extensive research has been done at the intersection of computer science and economic theory. 10 0 obj This group works at the intersection of these two fields. ��}�T�g ��H��7�]��۹�#J��1��_��1�-]�Tj��J�AIW��S��މ�[��ǻ;�e�� On the one hand, as computer systems become increasingly in-terconnected, their users end up competing for scarce re-sources, necessarily introducing economic phenomena. Highlight Your Strengths in Your Data Science Job Application. 7 0 obj <> 23 0 obj Markets for reviews, like Yelp, give rise to questions about social learning. The main focus of is the integration of information ( IT ) into economics and the automation of formerly manual processes. We’re constantly fusing art, technology and science to address crucial issues like climate change, pollution exposure, emotional health, and so many other challenges facing society. <> <> Market design, bot design, ad auction design, etc. The disciplines share common methods and explore similar questions. 2 0 obj <> Economics and computation is an interdisciplinary field consisting of economists and computer scientists. In recent years, major research advances have taken place in the intersection of computer science and economics, but this material has so far been taught primarily at the graduate level. 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