The SAGE handbook of social media research methods:
Gespeichert in:
| Weitere Verfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Los Angeles ; London
SAGE reference
[2022]
|
| Ausgabe: | Second edition |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis Inhaltsverzeichnis |
| Beschreibung: | xxix, 738 Seiten Illustrationen, Diagramme |
| ISBN: | 9781529720969 |
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Datensatz im Suchindex
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| adam_text | Contents List of Figures List of Tables Notes on the Editors and Contributors Introduction Anabel Quan-Haase and Luke Sloan 1 1 11 CONCEPTUALIZING AND DESIGNING SOCIAL MEDIA RESEARCH PARTI 2 хј xv¡ Xviii Defining Social Media and Asking Social Media Research Questions: How Well Does the Swiss Army Knife Metaphor Apply? Charlotte Nau, Anabel Quan-Haase, and Lori McCay-Peet 3 Before Methods: Social Media Research Considerations Bree McEwan and Jesse Fox 4 Building Social Media Interdisciplinary Research Teams across Academia, Industry, and Community: Motivations, Challenges, and Policy Frameworks Anabel Quan-Haase, Riley McLaughlin, and Lori McCay-Peet 13 27 40 5 Key Considerations in the Interpretation of Digital Trace Data Andrew D. Nevin, Timin Chen, Shuzhe Yang, and Anabel Quan-Haase 54 6 Who Uses Social Media? Grant Blank 67 7 Representativeness and Bias in Social Media Research: Quantitative and Qualitative Approaches to Sampling William Hollingshead, Anabel Quan-Haase, and Grant Blank PART II 79 COLLECTING DATA 8 Sourcing Data from Social Media via APIs Dietmar Janetzko 9 Using Social Media in Data Collection: Designing Studies with the Qualitative E-Research Framework Janet Salmons 91 93 П2 10 Understanding Individual Web Browsing: Social Media Use in Context Ericka Menchen-Trevino and Chris J. Karr 126 11 Gathering Behavioral Data from User-Provided Social Media Downloads Jazmin A. Reyes-Portillo, Chris J. Karr, and Marya E. Corden 139
THE SAGE HANDBOOK OF SOCIAL MEDIA RESEARCH METHODS viii PART III 12 QUALITATIVE APPROACHES TO SOCIAL MEDIA DATA Small Data, Thick Data: Data Thickening Strategies for Social Media Research Guillaume Latzko-Toth, Claudine Bonneau, and Mêlante Millette 155 157 13 Scaling Up Qualitative Research Methods with Natural Language Processing Tools: The Case-Study of Colombia’s 2018 Presidential Election on Twitter Erin Huner and Juan Luis Suarez 173 14 The Visual in Social Media: Understanding Visual Objects, Mobilities, and Practices Martin Hand 185 15 Twitter as Method: Using Twitter as a Tool to Conduct Ethnographic Research Bonnie Stewart 200 16 Netnography: An Approach to Ethnography in the Digital Age Alex Fenton and Keith D. Parry 214 17 Corpus-Assisted Critical Discourse Analysts of Social Media Data: Tools and Techniques Jaigris Hodson and Laura Μ. Lefevre 228 Small Stories Research: A Narrative Paradigm for the Analysis of Social Media Alexandra Georgakopoulou 240 18 PART IV QUANTITATIVE APPROACHES TO SOCIAL MEDIA DATA 253 19 Geospatial Analysis Olha Buchel and Diane Rasmussen Pennington 255 20 Predictive Analytics with Social Media Data Niels Buus Lassen, Lisbeth la Cour, and Ravi Vatrapu 278 21 Machine Learning and Neural Network Language Models for Sentiment Analysis John McLevey and Tyler Crick 22 23 294 F°mplexities of Analysing the City through Social Media Data Pablo Marti and Leticia Serrano-Estrada 307 Multiscale Functional Communities Olha Buchel and Leila Hedayatifar 330 PART V DIVERSE APPROACHES TO SOCIAL MEDIA DATA 345 24 25 ^Ulfïy^· Location Awarc Services
for Mobile Phones Ulf-Dietrich Retps and Bernhard Klein B։d· “ Љ H ~ ° 347 S««»! Media Da,a 363
ix CONTENTS 26 Situating Location Data in Social Media Research Darryl A. Pieber 27 Content Verification for Social Media: From Deception Detection to Automated Fact-Checking Victoria L. Rubin 382 393 PART VI RESEARCH ANALYTICAL TOOLS 415 28 COSMOS 2.0: The Journey of Developing a Social Analytic Tool Mohamed Mostafa and Arron Cullen 417 29 Social Lab: An Open Source Facebook’ Ulf-Dietrich Reips and Pablo Garaizar 435 30 A Python Tutorial for Social Scientists: Using the YouTube API and Advanced Supervised Text Classification Methods to Detect COVID-19 Toxic (Misinformation) Comments on YouTube Morteza Shahrezaye, Fabienne Marco, Joana Bayraktar, and Simon Hegelich 31 R for Social Media Analysis Saurabh Dhawan and Simon Hegelich 32 Using Netlytic to Analyze Twitter Conversations about the 2014 Euromaidan Revolution in Ukraine Anatoliy Gruzd, Philip Mai, and Andrea Kampen 445 454 467 33 Computational Temporal Thematic Analysis of Social Media Data Daniel Angus 476 34 NodeXL: Twitter Social Media Network Insights in Just a Few Clicks Wasim Ahmed, Harald Meier, and Marc Smith 487 35 Studying Anti-Social Behaviour on Reddit with Communalytic Anatoliy Gruzd, Philip Mai, and Zahra Vahedi 503 36 Sentiment Analysis Mike Thelwall 521 PART VII 37 SOCIAL MEDIA PLATFORMS Coding Twitter Data Using Qualitative and Computational Methods: A Mixed Methods Framework Dhiraj Murthy 531 533 38 The Reddit Data Analysis Pipeline for Researchers Yadira Lizama-Mué and Juan Luis Suárez 546 39 Turning to Alternative Social Media Gordon A. Gow 568
THE SAGE HANDBOOK OF SOCIAL MEDIA RESEARCH METHODS 40 Instagram Revisited Linnea Laestadius and Alice Witt 41 WeChat Jinman Zhang and Anabel Quan-Haase 42 Collecting and Analyzing Weibo Data: A Roadmap for Social Research Zhifan Luo and Muyang Li 43 Social Media for Joint Experimental, Survey, and Observational Data Collection: The Case of VKontakte Otessia Koltsova 581 598 614 633 44 Researching YouTube: Methods, Tools, and Analytics M. Laeeq Khan and Aqdas Malik 651 45 Researching TikTok: Themes, Methods, and Future Directions Alex Miltsov 664 PART VIII PRIVACY, ETHICS, AND INEQUALITIES 677 Inequalities in Social Media Use and Their Implications for Digital Methods Research Christoph Lutz 679 Linking Twitter and Survey Data: Gaining Consent, Making the Link, and Maintaining Data Security Luke Sloan, Tarek Al Baghal, and Curtis Jessop 691 48 Ethics of Using Social Media Data in Research: Users’ Views Jenna Jacobson and Irina Gorea 703 49 Privacy, Consent, and Confidentiality in Social Media Research Jacquelyn Burkell, Priscilla Μ. Regan, and Valerie Steeves 715 46 47 Index 726
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| adam_txt |
Contents List of Figures List of Tables Notes on the Editors and Contributors Introduction Anabel Quan-Haase and Luke Sloan 1 1 11 CONCEPTUALIZING AND DESIGNING SOCIAL MEDIA RESEARCH PARTI 2 хј xv¡ Xviii Defining Social Media and Asking Social Media Research Questions: How Well Does the Swiss Army Knife Metaphor Apply? Charlotte Nau, Anabel Quan-Haase, and Lori McCay-Peet 3 Before Methods: Social Media Research Considerations Bree McEwan and Jesse Fox 4 Building Social Media Interdisciplinary Research Teams across Academia, Industry, and Community: Motivations, Challenges, and Policy Frameworks Anabel Quan-Haase, Riley McLaughlin, and Lori McCay-Peet 13 27 40 5 Key Considerations in the Interpretation of Digital Trace Data Andrew D. Nevin, Timin Chen, Shuzhe Yang, and Anabel Quan-Haase 54 6 Who Uses Social Media? Grant Blank 67 7 Representativeness and Bias in Social Media Research: Quantitative and Qualitative Approaches to Sampling William Hollingshead, Anabel Quan-Haase, and Grant Blank PART II 79 COLLECTING DATA 8 Sourcing Data from Social Media via APIs Dietmar Janetzko 9 Using Social Media in Data Collection: Designing Studies with the Qualitative E-Research Framework Janet Salmons 91 93 П2 10 Understanding Individual Web Browsing: Social Media Use in Context Ericka Menchen-Trevino and Chris J. Karr 126 11 Gathering Behavioral Data from User-Provided Social Media Downloads Jazmin A. Reyes-Portillo, Chris J. Karr, and Marya E. Corden 139
THE SAGE HANDBOOK OF SOCIAL MEDIA RESEARCH METHODS viii PART III 12 QUALITATIVE APPROACHES TO SOCIAL MEDIA DATA Small Data, Thick Data: Data Thickening Strategies for Social Media Research Guillaume Latzko-Toth, Claudine Bonneau, and Mêlante Millette 155 157 13 Scaling Up Qualitative Research Methods with Natural Language Processing Tools: The Case-Study of Colombia’s 2018 Presidential Election on Twitter Erin Huner and Juan Luis Suarez 173 14 The Visual in Social Media: Understanding Visual Objects, Mobilities, and Practices Martin Hand 185 15 Twitter as Method: Using Twitter as a Tool to Conduct Ethnographic Research Bonnie Stewart 200 16 Netnography: An Approach to Ethnography in the Digital Age Alex Fenton and Keith D. Parry 214 17 Corpus-Assisted Critical Discourse Analysts of Social Media Data: Tools and Techniques Jaigris Hodson and Laura Μ. Lefevre 228 Small Stories Research: A Narrative Paradigm for the Analysis of Social Media Alexandra Georgakopoulou 240 18 PART IV QUANTITATIVE APPROACHES TO SOCIAL MEDIA DATA 253 19 Geospatial Analysis Olha Buchel and Diane Rasmussen Pennington 255 20 Predictive Analytics with Social Media Data Niels Buus Lassen, Lisbeth la Cour, and Ravi Vatrapu 278 21 Machine Learning and Neural Network Language Models for Sentiment Analysis John McLevey and Tyler Crick 22 23 294 F°mplexities of Analysing the City through Social Media Data Pablo Marti and Leticia Serrano-Estrada 307 Multiscale Functional Communities Olha Buchel and Leila Hedayatifar 330 PART V DIVERSE APPROACHES TO SOCIAL MEDIA DATA 345 24 25 ^Ulfïy^· Location'Awarc Services
for Mobile Phones Ulf-Dietrich Retps and Bernhard Klein B։d· “ Љ' H ~ °' 347 S««»! Media Da,a 363
ix CONTENTS 26 Situating Location Data in Social Media Research Darryl A. Pieber 27 Content Verification for Social Media: From Deception Detection to Automated Fact-Checking Victoria L. Rubin 382 393 PART VI RESEARCH ANALYTICAL TOOLS 415 28 COSMOS 2.0: The Journey of Developing a Social Analytic Tool Mohamed Mostafa and Arron Cullen 417 29 Social Lab: An Open Source Facebook’ Ulf-Dietrich Reips and Pablo Garaizar 435 30 A Python Tutorial for Social Scientists: Using the YouTube API and Advanced Supervised Text Classification Methods to Detect COVID-19 Toxic (Misinformation) Comments on YouTube Morteza Shahrezaye, Fabienne Marco, Joana Bayraktar, and Simon Hegelich 31 R for Social Media Analysis Saurabh Dhawan and Simon Hegelich 32 Using Netlytic to Analyze Twitter Conversations about the 2014 Euromaidan Revolution in Ukraine Anatoliy Gruzd, Philip Mai, and Andrea Kampen 445 454 467 33 Computational Temporal Thematic Analysis of Social Media Data Daniel Angus 476 34 NodeXL: Twitter Social Media Network Insights in Just a Few Clicks Wasim Ahmed, Harald Meier, and Marc Smith 487 35 Studying Anti-Social Behaviour on Reddit with Communalytic Anatoliy Gruzd, Philip Mai, and Zahra Vahedi 503 36 Sentiment Analysis Mike Thelwall 521 PART VII 37 SOCIAL MEDIA PLATFORMS Coding Twitter Data Using Qualitative and Computational Methods: A Mixed Methods Framework Dhiraj Murthy 531 533 38 The Reddit Data Analysis Pipeline for Researchers Yadira Lizama-Mué and Juan Luis Suárez 546 39 Turning to Alternative Social Media Gordon A. Gow 568
THE SAGE HANDBOOK OF SOCIAL MEDIA RESEARCH METHODS 40 Instagram Revisited Linnea Laestadius and Alice Witt 41 WeChat Jinman Zhang and Anabel Quan-Haase 42 Collecting and Analyzing Weibo Data: A Roadmap for Social Research Zhifan Luo and Muyang Li 43 Social Media for Joint Experimental, Survey, and Observational Data Collection: The Case of VKontakte Otessia Koltsova 581 598 614 633 44 Researching YouTube: Methods, Tools, and Analytics M. Laeeq Khan and Aqdas Malik 651 45 Researching TikTok: Themes, Methods, and Future Directions Alex Miltsov 664 PART VIII PRIVACY, ETHICS, AND INEQUALITIES 677 Inequalities in Social Media Use and Their Implications for Digital Methods Research Christoph Lutz 679 Linking Twitter and Survey Data: Gaining Consent, Making the Link, and Maintaining Data Security Luke Sloan, Tarek Al Baghal, and Curtis Jessop 691 48 Ethics of Using Social Media Data in Research: Users’ Views Jenna Jacobson and Irina Gorea 703 49 Privacy, Consent, and Confidentiality in Social Media Research Jacquelyn Burkell, Priscilla Μ. Regan, and Valerie Steeves 715 46 47 Index 726 |
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| spelling | The SAGE handbook of social media research methods edited by Anabel Quan-Haase and Luke Sloan Social media research methods Handbook of social media research methods Second edition Los Angeles ; London SAGE reference [2022] xxix, 738 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Methodologie (DE-588)4139716-2 gnd rswk-swf Forschungsmethode (DE-588)4155046-8 gnd rswk-swf Social Media (DE-588)4639271-3 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Social Media (DE-588)4639271-3 s Methodologie (DE-588)4139716-2 s Forschungsmethode (DE-588)4155046-8 s DE-604 Quan-Haase, Anabel (DE-588)1028781202 edt Sloan, Luke (DE-588)1125550090 edt Erscheint auch als Online-Ausgabe 978-1-5297-8492-3 https://content.ub.hu-berlin.de/monographs/toc/ethnologie/BV047907780.pdf Inhaltsverzeichnis Digitalisierung UB Bamberg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=033289613&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | The SAGE handbook of social media research methods Methodologie (DE-588)4139716-2 gnd Forschungsmethode (DE-588)4155046-8 gnd Social Media (DE-588)4639271-3 gnd |
| subject_GND | (DE-588)4139716-2 (DE-588)4155046-8 (DE-588)4639271-3 (DE-588)4143413-4 |
| title | The SAGE handbook of social media research methods |
| title_alt | Social media research methods Handbook of social media research methods |
| title_auth | The SAGE handbook of social media research methods |
| title_exact_search | The SAGE handbook of social media research methods |
| title_exact_search_txtP | The SAGE handbook of social media research methods |
| title_full | The SAGE handbook of social media research methods edited by Anabel Quan-Haase and Luke Sloan |
| title_fullStr | The SAGE handbook of social media research methods edited by Anabel Quan-Haase and Luke Sloan |
| title_full_unstemmed | The SAGE handbook of social media research methods edited by Anabel Quan-Haase and Luke Sloan |
| title_short | The SAGE handbook of social media research methods |
| title_sort | the sage handbook of social media research methods |
| topic | Methodologie (DE-588)4139716-2 gnd Forschungsmethode (DE-588)4155046-8 gnd Social Media (DE-588)4639271-3 gnd |
| topic_facet | Methodologie Forschungsmethode Social Media Aufsatzsammlung |
| url | https://content.ub.hu-berlin.de/monographs/toc/ethnologie/BV047907780.pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=033289613&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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