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Introduction to Social Computing · LearnSpace
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Introduction to Social Computing

Курс от Johns Hopkins University
Средний≈ 20.8 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

The course, "Introduction to Social Computing" offers a comprehensive exploration of the intersection between technology and society, equipping learners with essential skills in social media analytics and influence. By covering a range of topics from data pre-processing to feature extraction and model evaluation, students will gain practical experience in applying machine learning techniques to real-world social media scenarios. Through hands-on modules, learners will delve into the dynamics of socio-technical systems and responsible AI, understanding how digital platforms shape human interactions and behaviors. The unique combination of theoretical insights and practical applications prepares students to navigate the complexities of social media, including analyzing firestorms and mitigating misinformation. What sets this course apart is its focus on gamification and cognitive biases in online environments, providing students with innovative strategies to enhance user engagement and promote critical thinking. Whether you are looking to advance your career in tech or simply understand the social implications of technology, this course will empower you to effectively analyze and leverage social computing in today’s digital landscape.

Навыки, которые вы освоите

Driving engagementData EthicsSocial Media AnalyticsGame DesignSocial Network AnalysisAI literacySocial SciencesPsychologySystems ThinkingResponsible AIDigital AnalysisData CollectionNetwork AnalysisSocial ImpactBehavioral EconomicsArtificial Intelligence

Программа курса

5 модулей · 43 учебных материалов

01Course Introduction2 материалов
Course OverviewЧтениеInstructor Biography - Dr. Ian McCullohPLUGIN
02Introduction to Social Computing10 материалов

Foundations of Social Computing

IntroductionВидео

Учитесь у экспертов

Ian McCulloh

Преподаватель курса

Introduction to Social Computing
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Обучение на Coursera

≈ 20.8 ч

5 модулей

Язык: Английский

Субтитры: Узбекский, Казахский, Испанский

Часть программы вашего университета
Socio-Technical SystemsВидео
Reading ReferencesЧтение
Foundations of Social ComputingЗадание

Ethics in Human-Centered AI

Responsible AIВидеоDefining the TopicВидеоReading ReferencesЧтениеEthics in Human-Centered AIЗадание

Module-end Assessments

Self-Reflective Reading: Exploring Trust, Bias, and Ethics in AI and MLЧтениеIntroduction to Social ComputingЗадание
03Social Media10 материалов

Introduction to Social Media

Social Media AnalyticsВидеоHigh-Level AnalyticsВидеоReading ReferencesЧтениеIntroduction to Social MediaЗадание

Analyzing Social Media Dynamics

Legal Issues ВидеоFirestormsВидеоReading ReferencesЧтениеAnalyzing Social Media DynamicsЗадание

Module-end Assessments

Practice Lab: Data Collection & Analysis of Mental Health TweetsЛабораторнаяSocial MediaЗадание
04Network Conformity and Fake News 10 материалов

Understanding Network Conformity

Influence and Rumor CorrectionВидеоNetwork ConformityВидеоReading ReferencesЧтениеUnderstanding Network ConformityЗадание

Cognitive Biases in Online Behavior

Neural Basis of PersuasionВидеоDisinformationВидеоReading ReferencesЧтениеCognitive Biases in Online BehaviorЗадание

Module-end Assessments

Self-Reflective Reading: Social Media, Misinformation, and DemocracyЧтениеNetwork Conformity and Fake News Задание
05Games and Gamification11 материалов

Introduction to Gamification

GamificationВидеоMotivationВидеоReading ReferencesЧтениеIntroduction to GamificationЗадание

Applying Game Design Principles

Game DesignВидеоGame ResearchВидеоApplied Game DesignВидеоReading ReferencesЧтениеApplying Game Design PrinciplesЗадание

Module-end Assessments

Self-Reflective Reading: Exploring Games and GamificationЧтениеGames and GamificationЗадание