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Books on the topic 'Recommendation algorithms'

Author: Grafiati
Published: 4 June 2021
Last updated: 1 February 2022

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1

Gündüz-Ögüdücü, Şule. Web page recommendation models: Theory and algorithms. San Rafael, Calif. (1537 Fourth Street, San Rafael, CA 94901 USA): Morgan & Claypool, 2011.

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2

Boston (Mass.). School Committee. Recommendation to implement a new BPS assignment algorithm. [Massachusetts?: BPS Strategic Planning Team?], 2005.

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3

Varlamov, Oleg. Mivar databases and rules. ru: INFRA-M Academic Publishing LLC., 2021. http://dx.doi.org/10.12737/1508665.

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The multidimensional open epistemological active network MOGAN is the basis for the transition to a qualitatively new level of creating logical artificial intelligence. Mivar databases and rules became the foundation for the creation of MOGAN. The results of the analysis and generalization of data representation structures of various data models are presented: from relational to "Entity — Relationship" (ER-model). On the basis of this generalization, a new model of data and rules is created: the mivar information space "Thing-Property-Relation". The logic-computational processing of data in this new model of data and rules is shown, which has linear computational complexity relative to the number of rules. MOGAN is a development of Rule - Based Systems and allows you to quickly and easily design algorithms and work with logical reasoning in the "If..., Then..." format. An example of creating a mivar expert system for solving problems in the model area "Geometry"is given. Mivar databases and rules can be used to model cause-and-effect relationships in different subject areas and to create knowledge bases of new-generation applied artificial intelligence systems and real-time mivar expert systems with the transition to"Big Knowledge". The textbook in the field of training "Computer Science and Computer Engineering" is intended for students, bachelors, undergraduates, postgraduates studying artificial intelligence methods used in information processing and management systems, as well as for users and specialists who create mivar knowledge models, expert systems, automated control systems and decision support systems. Keywords: cybernetics, artificial intelligence, mivar, mivar networks, databases, data models, expert system, intelligent systems, multidimensional open epistemological active network, MOGAN, MIPRA, KESMI, Wi!Mi, Razumator, knowledge bases, knowledge graphs, knowledge networks, Big knowledge, products, logical inference, decision support systems, decision-making systems, autonomous robots, recommendation systems, universal knowledge tools, expert system designers, logical artificial intelligence.
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4

Mandra, Yuliya, Elena Semencova, Sergey Griroriev, N. Gegalina, Elena Svetlakova, Maria Vlasova, Yuriy Boldyrev, Anastasiya Kotikova, Aleksandr Ivashov, and Aleksandr Legkih. MODERN METHODS OF COMPLEX TREATMENT OF PATIENTS WITH HERPES SIMPLEX LIPS. ru: TIRAZH Publishing House, 2019. http://dx.doi.org/10.18481/textbook_5dfa340500ebf6.85792235.

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The training manual is devoted to the problem of herpetic infection in dentistry and was developed taking into account world scientific and clinical practice, experience working on clinical recommendations of the Ministry of Health of the Russian Federation, as well as experimental, laboratory and clinical data obtained by the authors. This manual presents materials related to modern ideas about the etiology and pathogenesis of herpetic infection, modern diagnostic methods are highlighted, and current complex treatment algorithms are proposed, and clinical cases are presented. Recommended as a guide for practitioners of various specialties, clinical residents, senior students.
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5

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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6

Cevelev, Aleksandr. The economy and material management on a railway transport. ru: INFRA-M Academic Publishing LLC., 2020. http://dx.doi.org/10.12737/1085329.

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In the textbook in an accessible form presented and discussed the development of the economy and the inventory management of railway transport in the new economic environment. For the first time in Russian literature, made a theoretical attempt at a comprehensive review of the effectiveness of, and satisfaction of needs in material resources structural divisions, subsidiaries and affiliates of JSC "RZD". According to the results of theoretical research, innovative and production potential of the supply system of railway transport the main directions and methods of transformation of the restructuring process under the corporate changes of JSC "RZD", positioned value system of logistics of rail transport, a comprehensive approach to the development of systems of balanced indicators of supply and prompt handling of material resources. Recommendations for the implementation of the developed algorithms and models are long term in nature and are based on the concept of logistics management improve business processes, system logistics. For students and teachers, workers of enterprises of railway transport, and others interested in questions of transport Economics.
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7

Sokol'skaya, Elena, and Boris Kochurov. Geoecology of the city: models of environmental quality. ru: INFRA-M Academic Publishing LLC., 2021. http://dx.doi.org/10.12737/1205961.

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The monograph examines the features of studying the geoecological state of urbanized territories, reveals the use of integrated assessment and mapping in urban diagnostics, and finds a solution to geoecological problems on the example of world cities that are leading in the rating for quality of life. The components of an information and analytical model of the urban environment for assessing the geoecological situation are described; an algorithm for a comprehensive study of the geoecological state aimed at an adequate assessment of the quality of the urban environment. Special attention is paid to the methodology of geoecological assessment of the quality of the urban environment based on multifactor modeling, which allows making recommendations for improving the comfort of living of the population. It is intended for a wide range of specialists in the field of geoecology of the city, and can also be used as a textbook for students of environmental, natural-geographical, engineering specialties.
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8

Cevelev, Aleksandr. Material management of railway transport. ru: INFRA-M Academic Publishing LLC., 2020. http://dx.doi.org/10.12737/1064961.

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In the monograph reviewed the development of the inventory management of railway transport in the new economic environment of market economy. According to the results of theoretical research, innovative and production potential of the supply system of railway transport the main directions and methods of transformation of the restructuring process under the corporate changes of JSC "RZD", positioned value system of the logistics of railway transportation, and developed a classification model used logistical resources. Evaluation of activity of structural divisions of Russian Railways supply is proposed to be viewed through an integrated and comprehensive approach to the development of systems of balanced indicators of supply and prompt handling of material resources, the implementation of which allows to distribute the strategic objectives of the company "Russian Railways" activities in the system of logistics of the Railways and also to involve in economic circulation of excessive and unused inventories of material and technical resources and efficiently reallocate them among enterprises at the site of the railway. Recommendations for the implementation of the developed algorithms and models are long term in nature and are based on the concept of logistics management and improve the business processes of the logistics system. Will be useful for managers and specialists of directorates of logistics of Russian Railways supply, undergraduates and graduate students interested in the economy of railway transport.
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9

Cevelev, Aleksandr. Material and technical support of railway transport. ru: INFRA-M Academic Publishing LLC., 2021. http://dx.doi.org/10.12737/1417121.

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The textbook covers topical issues of the implementation of the policy of JSC "Russian Railways" in the field of material and technical support of structural divisions of railway transport. Based on the results of theoretical studies of the system management of business processes of material and technical support of railway transport, the diversification of the activities of supply authorities, the concept was formulated and a tree of management goals was developed, as well as the formalization of the existing business processes of the MTO system for the current period was carried out and the supply efficiency management system was considered in accordance with the SRT of JSC Russian Railways. Recommendations on the implementation of the developed algorithms and models are of a long-term nature and will improve the efficiency of the system of providing services for providing material and technical resources to structural divisions and enterprises of railway transport. Meets the federal state educational standards of the latest generation in the areas of training: 38.03.01 "Economics", 38.03.02 " Management "(profiles: "Corporate Management", "Logistics and Supply Chain Management"). It is intended for students of railway transport universities of economic and engineering specialties, as well as for managers and specialists of material and technical support of JSC "Russian Railways" who are interested in the issues of material, information and financial support of railway transport.
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10

Algorithms and Applications for Academic Search, Recommendation and Quantitative Association Rule Mining. River Publishers, 2018.

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11

Partners, Tsunami. Algorithms and Antenna Array Recommendations. Era Technology, 1997.

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12

(Firm), TSUNAMI Partners, and ERA Technology Ltd, eds. Algorithims and antenna array recommendations (Part 1). Leatherhead: ERA Technology Ltd., 1997.

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13

Burden of Choice: Recommendations, Subversion, and Algorithmic Culture. Rutgers University Press, 2019.

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14

The Burden of Choice: Recommendations, Subversion, and Algorithmic Culture. Rutgers University Press, 2019.

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15

Coates, Laura C., Arthur Kavanaugh, and Christopher T. Ritchlin. Treatment algorithm and treat to target. Oxford University Press, 2018. http://dx.doi.org/10.1093/med/9780198737582.003.0032.

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This chapter covers the evidence for treatment algorithms and treatment to target in PsA. Evidence for treatment algorithms including step up vs step down approaches to prescribing and early vs delayed treatment is discussed. EULAR recommendations for treating to target in SpA are outlined with a summary of the level of evidence available at that time. Key outcome measures that could be utilized as targets in PsA are reviewed with discussion of their merits and deficiencies. A detailed description of the first treat to target study in PsA is presented: the TICOPA study. The impact of comorbidities on treatment decisions is discussed, both related SpA conditions such as uveitis and inflammatory bowel disease, and non-SpA comorbidities such as the metabolic syndrome and liver disease. Finally, suggestions for translation into clinical practice are outlined, highlighting the need for multi-speciality collaborative working, full assessment of disease activity and subsequent optimal treatment.
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16

Simoni, Mary. The Audience Reception of Algorithmic Music. Edited by Roger T. Dean and Alex McLean. Oxford University Press, 2018. http://dx.doi.org/10.1093/oxfordhb/9780190226992.013.14.

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Contemporary music research and practice have leveraged advances in computing power by integrating computing devices into many aspects of music—from generative music to live coding. This efflorescence of musical practice, process, and product raises complex issues in audience reception. This chapter employs a comparative analysis in a longitudinal study designed to understand the psychological aspects of the audience reception of algorithmic music. It studies four compositions from the latter part of the twentieth century late, presented on fixed media to avoid variability in musical performance. Using a modified think-aloud protocol to collect data, this study shows that reception theory may be applied to the audience reception of algorithmic music using a cognitive-affective model to further understand the process of decoding of meaning. This study puts forth a robust methodology for future longitudinal and comparative research in the audience reception of music and makes recommendations for further research.
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17

Boratto, Ludovico, Stefano Faralli, Mirko Marras, and Giovanni Stilo. Algorithmic Bias in Search and Recommendation: First International Workshop, BIAS 2020, Lisbon, Portugal, April 14, Proceedings. Springer, 2020.

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18

Newcomer, Anne, and Michael Gropper. Diabetic Ketoacidosis. Edited by Matthew D. McEvoy and Cory M. Furse. Oxford University Press, 2017. http://dx.doi.org/10.1093/med/9780190226459.003.0030.

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Perioperative clinicians caring for patients with diabetes should understand the underlying mechanisms, diagnosis, and treatment of hyperglycemic crises. Diabetic ketoacidosis (DKA) and hyperglycemic hyperosmolar state (HHS) require prompt recognition and treatment. Disturbances such as these can create acute problems associated with intravascular volume and electrolyte abnormalities, as well as effect postoperative recovery and wound healing. Common precipitants, clinical manifestations, and basic treatment algorithms aimed at safely correcting the underlying cause, as well as the associated problems, are described in this chapter. Perioperative glycemic control is an area of recent intense investigation, and specific recommendations are provided herein.
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19

Cetin, Derrick. Medical Evaluation of the Bariatric Surgery Patient. Edited by Tomasz Rogula, Philip Schauer, and Tammy Fouse. Oxford University Press, 2018. http://dx.doi.org/10.1093/med/9780190608347.003.0002.

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Evaluation of the obese patient requires identification of all comorbidities and health conditions, including underlying cardiac and pulmonary conditions that could have a negative outcome on noncardiac surgery. Once comorbidities have been recognized, aggressive optimization of these medical conditions can provide improved outcomes after bariatric surgery. Estimating medical risk can be performed by several validated classification systems. The preoperative checklist and clinical practice guidelines (CPG) were updated in 2013. The CPG recommendations for preoperative evaluation of the bariatric surgery patient include lab testing, nutritional screening, endocrine assessment, and cardiopulmonary assessment, including sleep apnea screening. The CPG suggest an extensive multidisciplinary team approach to the preoperative bariatric surgery patient. Finally, the medical evaluation includes an algorithm for a seven-step approach to the preoperative visit. Also recommended for evaluation of the morbidly obese patient is an algorithm that uses a five-step approach after a comprehensive history and physical exam and lab testing.
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20

Butler, Reni S. Architectural Distortion (Radial Scar). Edited by Christoph I. Lee, Constance D. Lehman, and Lawrence W. Bassett. Oxford University Press, 2018. http://dx.doi.org/10.1093/med/9780190270261.003.0030.

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Radial scars are benign lesions of the breast characterized pathologically by a fibroelastic core containing entrapped ducts and lobules that radiate outwards in a stellate pattern. This chapter, highlighting radial scar as a cause of architectural distortion, reviews its imaging features and differential diagnosis on mammography, digital breast tomosynthesis, ultrasound, and MRI; its diagnostic workup using multiple modalities; and its histological confirmation with image-guided core needle biopsy. The particular challenge of radial scar presenting as architectural distortion seen only with tomosynthesis is discussed, along with an algorithm for imaging evaluation and biopsy guidance in this setting. As radial scar, which is histologically related to complex sclerosing lesion and radial sclerosing lesion, is considered a high-risk lesion, management recommendations are also reviewed.
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21

Werner, Ann. Digitally Mediated Identity in the Cases of Two Sámi Artists. Edited by Fabian Holt and Antti-Ville Kärjä. Oxford University Press, 2017. http://dx.doi.org/10.1093/oxfordhb/9780190603908.013.21.

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This chapter explores identity issues in commercial streaming services, which have grown steadily in the 2010s to become the dominant form of music consumption in the Nordic countries, with about 60% of all Internet users in 2015. The chapter offers an alternative to the dominant trend in music industry studies by focusing not on the industry’s interests but instead on broader cultural issues. The chapter presents case studies of two female Sámi artists and their representations on Spotify, YouTube, MySpace, and artists’ websites, taking various aspects of the services into account, including the interface and the algorithm-based recommendations. Informed by feminist cultural studies, the argument is that the industry continues a history of reinforcing stereotypes of ethnicity, indigeneity, and femininity. Thus, commercial streaming is not only making music available to global audiences, it is also selling images of Otherness within an unequal capitalist global media system.
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22

Shakiryanova, Yuliya, Sergey Leonov, and Daniil Korabelnikov. 3D-modeling in forensic medicine: a tutorial. Moscow Medical - Social Institute named after Friedrich Haass, 2019. http://dx.doi.org/10.35571/mmsi.2019.1.001.

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The tutorial provides an overview of the main methods of creating three-dimensional (3D) models of objects and their applications. A step-by-step algorithm for creating virtual copies of objects based on digital photos and video frames using modern computer programs "AgisoftPhotoscan" and "ContextCapture" is described. Details of the necessary conditions for obtaining high-quality digital photos and models, especially the process of photography, the requirements for the resulting digital photos. Recommendations are given for obtaining digital photographs suitable for creating three-dimensional models in various fields of research. The theoretical foundations of the method of creating three-dimensional models using digital photographs are described in detail, the basic concepts used in three-dimensional modeling are defined. The areas of application of three-dimensional models in forensic medicine, as well as problems that can be solved with the help of the created models are determined. Established criteria, which may affect the accuracy of the models, the reproduction of the qualitative and quantitative characteristics of the research object. Illustrative examples from their own practice.
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