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Published: 14 March 2023

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1

Eneko, Agirre, and Edmonds Philip Glenny, eds. Word sense disambiguation: Algorithms and applications. [New York]: Springer, 2007.

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2

1948-, Apostolico Alberto, Galil Zvi, and North Atlantic Treaty Organization. Scientific Affairs Division., eds. Combinatorial algorithms on words. Berlin: Springer-Verlag, 1985.

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3

Rosenberg, Jonathan B. How Debuggers work: Algorithms, data structures, and architecture. New York: John Wiley, 1996.

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4

Sachs, Sarah Elizabeth. The Algorithm at Work: The Reconfiguration of Work and Expertise in the Making of Similarity in Art Data. [New York, N.Y.?]: [publisher not identified], 2019.

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5

Potts, Christopher Nigel. Approximation algorithms for schedeling a single machine to minimize total late work. Fontainebleau: INSEAD, 1991.

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6

Cloughley, William R. Evaluation of work distribution algorithms and hardware topologies in a multi-Transputer network. Monterey, California: Naval Postgraduate School, 1988.

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7

Speed arithmetic: Based on Vedic word-formulas. 3rd ed. Chennai: Vijaya Ramasubban, 2008.

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8

Xie, Shane. Rapid One-of-a-kind Product Development: Strategies, Algorithms and Tools. London: Springer-Verlag London, 2011.

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9

Hughes, Roland. The Minimum You Need to Know about Logic to Work in It. USA: Logikal Solutions, 2007.

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10

Mundel, Marvin Everett. The white-collar knowledge worker: Measuring and improving productivity and effectiveness : algorithms and PC programs. [Tokyo, Japan]: Asian Productivity Organization, 1989.

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11

Mundel, Marvin Everett. The white-collar knowledge worker: Measuring and improving productivity and effectiveness : algorithms and PC programs. [Tokyo, Japan]: Asian Productivity Organization, 1989.

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12

Mihaylov, Aleksey. Portfolio management at Thomson Reuters. ru: INFRA-M Academic Publishing LLC., 2020. http://dx.doi.org/10.12737/997026.

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The textbook includes the organization of independent work c system Thomson Reuters students studying disciplines related to the management of a portfolio of financial assets. Theoretical and practical information, as well as an algorithm for working with Thomson Reuters for solving educational and scientific problems. At the end of the training manuals given references. Meets the requirements of Federal state educational standards of higher education of the last generation. Designed for students enrolled in training 38.04.02 "Management" (master program "Investment management in the innovation economy").
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13

Ulyanina, Olga, Azalia Zinatullina, and Elena Lyubka. Countering terrorism: psychological assistance to students and the formation of a safe type of personality. ru: Publishing Center RIOR, 2021. http://dx.doi.org/10.29039/02048-7.

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The manual describes a program of psychological support for students exposed to the ideology of terrorism or falling under the influence of this ideology. In this regard, the content of educational, psychodiagnostic, correctional and developmental stages of its implementation is revealed. The paper presents an algorithm for conducting psychological counseling with students and recommendations for parents on psychological support for children exposed to the ideology of terrorism. The practical tools described in the manual can be used in the framework of preventive and corrective work with participants in the educational process. The developed materials are addressed to education administrators, teachers, educational psychologists of educational organizations and parents.
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14

Cevelev, Aleksandr. Strategic development of railway transport logistics. ru: INFRA-M Academic Publishing LLC., 2021. http://dx.doi.org/10.12737/1194747.

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The monograph is devoted to the methodology of material and technical support of railway transport. According to the types of activities, the nature of the material and technical resources used, technologies, means and management systems, Russian railways belong to the category of high-tech industries that must have high quality and technical level, reliability and technological efficiency in operation. For this reason, the logistics system itself, both in structure and in the algorithm of the functions performed as a whole, needs a serious improvement in the quality of its work. The economic situation in Russia requires a revision of the principles and mechanisms of management based on the corporate model of supply chain management, focused on logistics knowledge. In the difficult economic conditions of the current decade, it is necessary to improve the quality of the supply organization of enterprises and structural divisions of railway transport, directly related to the implementation of the process approach, the advantage of which is a more detailed regulation of management actions and their mutual coordination. In order to increase the efficiency of its activities and develop the management system, Russian Railways is developing a lean production system aimed at further expanding the implementation of the principles of customer orientation, ideology and corporate culture. At the present time, the solution of many issues is impossible without a cybernetic approach to the formulation of problems of material and technical support and logistics analysis of information technologies, to the implementation of the developed algorithms and models of development strategies and concepts for improving the business processes of the production system. The management strategy, or the general plan for the implementation of activities for the management of material resources, is based on a fundamental assessment of the alignment and correlation of forces and factors operating in the economic and political field, taking into account the impact on the specific form of the management strategy. The materials will be useful to the heads and specialists of the directorates of the MTO, CDZs and can be used in the scientific research of bachelors, masters and postgraduates interested in the economics of railway transport and supply logistics.
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15

Kaspina, Roza, and Lyubov' Plotnikova. Accounting and taxation of foreign economic activities of organizations. ru: INFRA-M Academic Publishing LLC., 2020. http://dx.doi.org/10.12737/1018339.

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The tutorial contains practical examples of organization and conducting accounting and tax accounting of foreign economic activity and the examples that reveal the specifics of foreign exchange operations. Given a multivariate system of control of knowledge of students with answers and solution algorithm is a full set of the Fund of assessment tools for current and intermediate control. Used active learning methods in the form of colloquiums, business games, discussions and other interactive forms. Meets the requirements of Federal state educational standards of higher education of the last generation. Designed for students enrolled in our undergraduate and graduate students of economic universities. It can be useful to executives and managers of organizations, chief accountants and economists, auditors in their practical work, as presented in the textbook material allows to solve a dispute.
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16

Chuvikov, Dmitriy. Models and algorithms for reconstruction and examination of emergency events of road accidents based on logical artificial intelligence. 2nd ed. ru: INFRA-M Academic Publishing LLC., 2021. http://dx.doi.org/10.12737/1220729.

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The purpose of the monograph is to create a methodology, combined expert and simulation models, as well as algorithms and software-modeling tools for reconstruction and examination of accident events for automating decision-making by an expert center employee. The methodology of combining and algorithms of joint work of an expert system based on logical artificial intelligence (mivar approach) and a simulation system for solving problems of reconstruction and examination of road accidents are developed; model reconstruction and examination of the accident in the formalism of the knowledge base bipartite oriented mivar nets, including analysis formulas braking qualities of the vehicle, determining the speed of a car's performance in terms of specific DTS, the formula for calculating different occasions: - slip car when braking, driving on curved sections of the road, hitting a car on the pedestrian in uniform motion and unlimited visibility; a method of generation of interfaces for designer expert systems based on the concept of mivar approach; special software in the form of expert systems "Analysis of road accident" in order to reduce the complexity of the process of calculating the disputed accidents, errors in the calculation and improve the accuracy and objectivity of the results obtained and the speed and quality of the calculations. It can be useful to specialists of expert institutions, insurance companies, educational institutions in the field of expertise, as well as unmanned vehicles in terms of objective analysis and examination of road accidents.
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17

Bucher, Taina. Affective Landscapes. Oxford University Press, 2018. http://dx.doi.org/10.1093/oso/9780190493028.003.0005.

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Given the centrality of algorithms in the media landscape, how do they affect people’s everyday lives? Drawing on 35 interviews with social media users about their encounters with algorithms online, the chapter considers the barely perceived transitions in power that occur when algorithms and people meet. When do people encounter algorithms, and what responses and imaginations do these encounters generate? Analyzing specific situations in which users notice algorithmic mechanisms at work and start reflecting and talking about them, the chapter shows how the algorithmic output of social media becomes culturally meaningful, as seen in the ways that people form opinions about specific systems and act strategically around them. The notion of the algorithmic imaginary is put forward to suggest that it might not always matter what the algorithm is but rather how and when people imagine and perceive algorithms as this is what shapes their orientations toward platforms.
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18

Bleakley, Chris. Poems That Solve Puzzles. Oxford University Press, 2020. http://dx.doi.org/10.1093/oso/9780198853732.001.0001.

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Algorithms are the hidden methods that computers apply to process information and make decisions. The book tells the story of algorithms from their ancient origins to the present day and beyond. The book introduces readers to the inventors and events behind the genesis of the world’s most important algorithms. Along the way, it explains, with the aid of examples and illustrations, how the most influential algorithms work. The first algorithms were invented in Mesopotamia 4,000 years ago. The ancient Greeks refined the concept, creating algorithms for finding prime numbers and enumerating Pi. Al-Khawrzmi’s 9th century books on algorithms ultimately became their conduit to the West. The invention of the electronic computer during World War II transformed the importance of the algorithm. The first computer algorithms were for military applications. In peacetime, researchers turned to grander challenges - forecasting the weather, route navigation, choosing marriage partners, and creating artificial intelligences. The success of the Internet in the 70s depended on algorithms for transporting data and correcting errors. A clever algorithm for ranking websites was the spark that ignited Google. Recommender algorithms boosted sales at Amazon and Netflix, while the EdgeRank algorithm drove Facebook’s NewsFeed. In the 21st century, an algorithm that mimics the operation of the human brain was revisited with the latest computer technology. Suddenly, algorithms attained human-level accuracy in object and speech recognition. An algloirthm defeated the world champion at Go - the most complex of board games. Today, algorithms for cryptocurrencies and quantum computing look set to change the world.
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19

Bucher, Taina. If...Then. Oxford University Press, 2018. http://dx.doi.org/10.1093/oso/9780190493028.001.0001.

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IF … THEN provides an account of power and politics in the algorithmic media landscape that pays attention to the multiple realities of algorithms, and how these relate and coexist. The argument is made that algorithms do not merely have power and politics; they help to produce certain forms of acting and knowing in the world. In processing, classifying, sorting, and ranking data, algorithms are political in that they help to make the world appear in certain ways rather than others. Analyzing Facebook’s news feed, social media user’s everyday encounters with algorithmic systems, and the discourses and work practices of news professionals, the book makes a case for going beyond the narrow, technical definition of algorithms as step-by-step procedures for solving a problem in a finite number of steps. Drawing on a process-relational theoretical framework and empirical data from field observations and fifty-five interviews, the author demonstrates how algorithms exist in multiple ways beyond code. The analysis is concerned with the world-making capacities of algorithms, questioning how algorithmic systems shape encounters and orientations of different kinds, and how these systems are endowed with diffused personhood and relational agency. IF … THEN argues that algorithmic power and politics is neither about algorithms determining how the social world is fabricated nor about what algorithms do per se. Rather it is about how and when different aspects of algorithms and the algorithmic become available to specific actors, under what circumstance, and who or what gets to be part of how algorithms are defined.
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20

Bucher, Taina. Programming the News. Oxford University Press, 2018. http://dx.doi.org/10.1093/oso/9780190493028.003.0006.

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Algorithmic power and politics stems in part from how algorithms acquire the capacity to disturb and to compose new sensibilities as part of situated practices, particularly in terms of how they become invested with certain political and moral capacities. Looking at how algorithms materialize in the institutional setting of the news media, the chapter considers how algorithms are made to matter. Based on field observations and 20 interviews with digital editors and managers at leading Scandinavian news organizations the chapter explores how institutional actors are responding to the proliferation of data and algorithms. The analysis shows how, on the one hand, news organizations feel the pressure to reorient their practices toward the new algorithmic logic governing the media landscape at large. On the other hand, algorithms work to disturb and question established boundaries and norms of what journalism is and ought to be.
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21

Bucher, Taina. Conclusion. Oxford University Press, 2018. http://dx.doi.org/10.1093/oso/9780190493028.003.0007.

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When conceptualizing the power and politics of algorithms it is important to blend an understanding of their material substrates with an understanding of the multiple ways of perceiving, feeling, acting, and knowing which congeal around algorithms as an object of social concern. The concluding chapter revisits some of the key questions of the book and looks at how algorithmic power and politics can be understood if power and politics are not necessarily about imposing force from above. The chapter serves to summarize the key contributions of the book in terms of: (1) providing an understanding of algorithms that is not committed to one ontological position, but instead sees algorithms in terms of a multiple and variable ontology, (2) helping to identify forms of algorithmic power and politics and (3) offering a theoretical framework for the kinds of work that algorithms do and the landscapes they help to generate.
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22

Bäck, Thomas. Evolutionary Algorithms in Theory and Practice. Oxford University Press, 1996. http://dx.doi.org/10.1093/oso/9780195099713.001.0001.

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This book presents a unified view of evolutionary algorithms: the exciting new probabilistic search tools inspired by biological models that have immense potential as practical problem-solvers in a wide variety of settings, academic, commercial, and industrial. In this work, the author compares the three most prominent representatives of evolutionary algorithms: genetic algorithms, evolution strategies, and evolutionary programming. The algorithms are presented within a unified framework, thereby clarifying the similarities and differences of these methods. The author also presents new results regarding the role of mutation and selection in genetic algorithms, showing how mutation seems to be much more important for the performance of genetic algorithms than usually assumed. The interaction of selection and mutation, and the impact of the binary code are further topics of interest. Some of the theoretical results are also confirmed by performing an experiment in meta-evolution on a parallel computer. The meta-algorithm used in this experiment combines components from evolution strategies and genetic algorithms to yield a hybrid capable of handling mixed integer optimization problems. As a detailed description of the algorithms, with practical guidelines for usage and implementation, this work will interest a wide range of researchers in computer science and engineering disciplines, as well as graduate students in these fields.
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23

Mastering Machine Learning Algorithms: Expert Techniques for Implementing Popular Machine Learning Algorithms, Fine-Tuning Your Models, and Understanding How They Work, 2nd Edition. Packt Publishing, Limited, 2020.

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24

Eldridge, Alice, and Oliver Bown. Biologically Inspired and Agent-Based Algorithms for Music. Edited by Roger T. Dean and Alex McLean. Oxford University Press, 2018. http://dx.doi.org/10.1093/oxfordhb/9780190226992.013.18.

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This chapter examines a range of approaches to algorithmic music making inspired by biological systems, and considers topics at the intersection of contemporary music, computer science, and computational creativity. A summary of core precursor movements both within and beyond musical practice (A Life, cybernetics, systems art, etc.) sets the scene, before core models and algorithms are introduced and illustrated. These include evolutionary algorithms, agent-based modelling and self-organizing systems, adaptive behaviour and interactive performance systems, and ecosystemic approaches to composition and computational creative discovery. The chapter closes by reviewing themes for future work in this area: autonomy and agency, and the poetics of biologically inspired algorithms.
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25

Agirre, Eneko, and Philip Edmonds. Word Sense Disambiguation: Algorithms and Applications. Springer, 2006.

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26

Cox, Geoff, and Morton Riis. (Micro)Politics of Algorithmic Music. Edited by Roger T. Dean and Alex McLean. Oxford University Press, 2018. http://dx.doi.org/10.1093/oxfordhb/9780190226992.013.22.

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The chapter explores a shift of emphasis from the macro to micro scale of algorithmic music, by making reference to Deleuze and Guattari’s notion of micropolitics, microtemporality in the work of Wolfgang Ernst, and Shintaro Miyazaki’s concept of algorhythmics. By drawing together tactical media and media archaeology to address the politics of algorithmic music, an argument is developed that ‘tactical media archaeology’ offers an analytical method for developing alternative compositions. By emphasizing more speculative approaches and broader ecologies of practice exemplified by the critical engineering of Martin Howse, the chapter claims that algorithms need to understood as part of temporal, relational, and contingent operations that are sensitive to their conditions and future trajectories.
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27

Christin, Angele. Metrics at Work. Princeton University Press, 2020. http://dx.doi.org/10.23943/princeton/9780691175232.001.0001.

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When the news moved online, journalists suddenly learned what their audiences actually liked, through algorithmic technologies that scrutinize web traffic and activity. Has this advent of audience metrics changed journalists' work practices and professional identities? This book documents the ways that journalists grapple with audience data in the form of clicks, and analyzes how new forms of clickbait journalism travel across national borders. Drawing on four years of fieldwork in web newsrooms in the United States and France, including more than one hundred interviews with journalists, the book reveals many similarities among the media groups examined—their editorial goals, technological tools, and even office furniture. Yet the book uncovers crucial and paradoxical differences in how American and French journalists understand audience analytics and how these affect the news produced in each country. American journalists routinely disregard traffic numbers and primarily rely on the opinion of their peers to define journalistic quality. Meanwhile, French journalists fixate on internet traffic and view these numbers as a sign of their resonance in the public sphere. The book offers cultural and historical explanations for these disparities, arguing that distinct journalistic traditions structure how journalists make sense of digital measurements in the two countries. Contrary to the popular belief that analytics and algorithms are globally homogenizing forces, the book shows that computational technologies can have surprisingly divergent ramifications for work and organizations worldwide.
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28

Acevedo, Deepa Das. Beyond the Algorithm: Qualitative Insights for Gig Work Regulation. Cambridge University Press, 2020.

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29

Acevedo, Deepa Das. Beyond the Algorithm: Qualitative Insights for Gig Work Regulation. Cambridge University Press, 2021.

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30

Acevedo, Deepa Das. Beyond the Algorithm: Qualitative Insights for Gig Work Regulation. Cambridge University Press, 2021.

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31

Acevedo, Deepa Das. Beyond the Algorithm: Qualitative Insights for Gig Work Regulation. University of Cambridge ESOL Examinations, 2021.

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32

Rosenberg, Jonathan B. How Debuggers Work: Algorithms, Data Structures, and Architecture. Wiley & Sons, Incorporated, John, 2007.

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33

Uberland: How Algorithms Are Rewriting the Rules of Work. University of California Press, 2019.

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34

Rosenblat, Alex. Uberland: How Algorithms Are Rewriting the Rules of Work. University of California Press, 2018.

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35

Uberland: How Algorithms Are Rewriting the Rules of Work. University of California Press, 2018.

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36

Aloisi, Antonio, and Valerio De Stefano. Your Boss Is an Algorithm: Artificial Intelligence, Platform Work and Labour. Bloomsbury Publishing Plc, 2022.

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37

Your Boss Is an Algorithm: Artificial Intelligence, Platform Work and Labour. Bloomsbury Publishing Plc, 2022.

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38

Prassl, Jeremias. Lost in the Crowd. Oxford University Press, 2018. http://dx.doi.org/10.1093/oso/9780198797012.003.0004.

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This chapter explores the gig economy’s entrepreneurship narrative, juxtaposing platforms’ promises of autonomy, freedom, and self-determination with the sobering reality of algorithmic control. Life as a ‘micro-entrepreneur’, it turns out, is heavily conditioned by ever-watchful rating algorithms, which aggregate customer feedback and compliance with platform guidelines to exercise close control. Failure to comply can have drastic results. Moreover, depending on consumer demand, the promised flexibility of on-demand work can quickly turn into economic insecurity, as gig income is highly unpredictable from week to week. The promise of freedom similarly rings hollow for many—not least because of carefully constructed contractual agreements that ban some gig workers from taking platforms to court. Instead of enjoying the spoils of successful entrepreneurship, a significant proportion of on-demand workers find themselves trapped in precarious, low-paid work.
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39

Christin, Angele. Metrics at Work: Journalism and the Contested Meaning of Algorithms. Princeton University Press, 2020.

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40

Christin, Angele. Metrics at Work: Journalism and the Contested Meaning of Algorithms. Princeton University Press, 2022.

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41

Christin, Angele. Metrics at Work: Journalism and the Contested Meaning of Algorithms. Princeton University Press, 2020.

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42

Prassl, Jeremias. Work on Demand. Oxford University Press, 2018. http://dx.doi.org/10.1093/oso/9780198797012.003.0002.

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This chapter explores how the gig economy works. It looks at some of the most important platforms and illustrates their central role in shaping transactions between consumers and workers. Digital work intermediation, in particular, is key to understanding the gig economy: here, platforms’ sophisticated algorithms connect workers and customers, and exercise ongoing control over the ensuing relationships. The chapter then charts the astonishing variety and global growth of the gig economy, with a particular emphasis on how platforms make money, from improved matchmaking to regulatory arbitrage. Finally, this chapter turns to the broader impacts of digital work intermediation, considering how platforms go beyond mere matchmaking to shape the experiences of workers and consumers.
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43

Michel, Bierlaire. Optimization: Principles and Algorithms. EPFL Press, 2015. http://dx.doi.org/10.55430/6116v1mb.

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Every engineer and decision scientist must have a good mastery of optimization, an essential element in their toolkit. Thus, this articulate introductory textbook will certainly be welcomed by students and practicing professionals alike. Drawing from his vast teaching experience, the author skillfully leads the reader through a rich choice of topics in a coherent, fluid and tasteful blend of models and methods anchored on the underlying mathematical notions (only prerequisites: first year calculus and linear algebra). Topics range from the classics to some of the most recent developments in smooth unconstrained and constrained optimization, like descent methods, conjugate gradients, Newton and quasi-Newton methods, linear programming and the simplex method, trust region and interior point methods. Furthermore elements of discrete and combinatorial optimization like network optimization, integer programming and heuristic local search methods are also presented. This book presents optimization as a modeling tool that beyond supporting problem formulation plus design and implementation of efficient algorithms, also is a language suited for interdisciplinary human interaction. Readers further become aware that while the roots of mathematical optimization go back to the work of giants like Newton, Lagrange, Cauchy, Euler or Gauss, it did not become a discipline on its own until World War Two. Also that its present momentum really resulted from its symbiosis with modern computers, which made it possible to routinely solve problems with millions of variables and constraints. With his witty, entertaining, yet precise style, Michel Bierlaire captivates his readers and awakens their desire to try out the presented material in a creative mode. One of the outstanding assets of this book is the unified, clear and concise rendering of the various algorithms, which makes them easily readable and translatable into any high level programming language. ''This is an addictive book that I am very pleased to recommend.'' Prof. Thomas M. Liebling
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44

Ramsay, Stephen. An Algorithmic Criticism. University of Illinois Press, 2017. http://dx.doi.org/10.5406/illinois/9780252036415.003.0001.

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This chapter presents an “algorithmic criticism,” which seeks, in the narrowing forces of constraint embodied and instantiated in the strictures of programming, an analogue to the liberating potentialities of art. It proposes that we create tools—practical, instrumental, verifiable mechanisms—that enable critical engagement, interpretation, conversation, and contemplation. The chapter furthermore proposes that we channel the heightened objectivity made possible by the machine into the cultivation of those heightened subjectivities necessary for critical work. Moreover, this chapter argues that scientific method and metaphor (or, more precisely, the use of these notions within the distorted epistemology we call “scientism”) is, for the most part, incompatible with the terms of humanistic endeavor.
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45

(Editor), Eneko Agirre, and Philip Edmonds (Editor), eds. Word Sense Disambiguation: Algorithms and Applications (Text, Speech and Language Technology). Springer, 2007.

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46

(Editor), Eneko Agirre, and Philip Edmonds (Editor), eds. Word Sense Disambiguation: Algorithms and Applications (Text, Speech and Language Technology). Springer, 2006.

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47

Bielska, Nataliia, Maryna Melnyk, and Maryna Novohorodska. Diagnosis of creativity in career guidance work. Institute of Gifted Children NAPS of Ukraine, 2021. http://dx.doi.org/10.32405/978-617-7734-31-3-2021-72.

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The methodological recommendations cover approaches to assessing the creative potential of the individual and methods of diagnosing creativity. A modified Ukrainian-language version of F. Williams' method of creativity is presented, the testing procedure and the algorithm of experimental data processing are described. General statistical and normative indicators of the methodology, frequency catalog, catalog of standard and original answers are presented. The diagnostic technique was standardized. Normative data are formed on the modern Ukrainian sample. Methodical recommendations are addressed to teachers, psychologists, employees of educational institutions working with gifted children and young students, as well as researchers, graduate students, teachers of psychological and pedagogical disciplines.
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48

Matthews, Charles. Algorithmic Thinking and Central Javanese Gamelan. Edited by Roger T. Dean and Alex McLean. Oxford University Press, 2018. http://dx.doi.org/10.1093/oxfordhb/9780190226992.013.25.

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This chapter explores the idea of central Javanese gamelan (also known as karawitan) as rule-based music, examining areas where algorithmic thinking can take place in both performance and composition. Different types of performance techniques are discussed, exploring the degree to which rules can be used to generate melodic content from a notated outline called the balungan (meaning ‘skeleton’ or ‘frame’ in Javanese). Several applications of algorithms in the contexts of ethnomusicology and composition are presented, with a focus on grammars and rewriting systems. This leads to a discussion of the author’s work with rule-based systems in composition and performance, including integration of computer parts in a live gamelan ensemble through augmented instruments. The chapter concludes with an overview of Pipilan: a piece of software developed in Max/MSP for computer-aided composition, which has also been used to facilitate audience participation in performance and installation settings.
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49

Wiener, Tova. Will it work?: Implementation and analysis of a recursive data compression and indexing algorithm. 2009.

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50

Tu, Yiliu, and Shane (Shengquan) Xie. Rapid One-Of-a-kind Product Development: Strategies, Algorithms and Tools. Springer London, Limited, 2014.

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