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Updated Home (markdown)
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Jan 29, 2019
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FGallenkamp
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*
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digitale Methoden
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(automated) data extraction/data scraping
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web-scraping
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unstructured
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structured
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api
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web-crawling
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using devices, sensors
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data mining
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[text mining/ Textanalyse]
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search (fulltext/metadata)
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„counting things“ (Salganik, 2018, pp. 41–45) / frequency analysis / Frequenzanalyse wichtiger Terme
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forecasting/ nowcasting
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co-occurence analysis/Kookkurrenzanalyse (Lemke & Wiedemann, 2016)
* [interface methods
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Clusteranalysen
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(aggregated) sentiment analysis
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topic-modelling, Latent Dirichelet Allocation (LDA)
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named-entity-extraction/recognition
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automated (thematic, narrative or methapor) analysis
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dictionary-extraction /analysis
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detection of relevant parts for close reading
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supervised learning
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meta-data
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(geo-)spatial analysis
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mass collaboration
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human computation (Salganik, 2018, pp. 233–245)
* [open call projects (Salganik, 2018, pp. 246–255)
* [distributed data collection (Salganik, 2018, pp. 256–264)
* [digital research designs/ online surveys (Salganik, 2018, 107ff.)
* [Experience Sampling Method (-> mobile devices (van Berkel, Ferreira, & Kostakos, 2018))
* [Egological momentary assessments (EMA)
* [wiki surveys
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gamification
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visualization
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communication
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web-based
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app-based
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audio-based (e.g. podcasts)
* [(social) network (structure) analysis
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link analysis
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complexity modeling / deep learning
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social simulation models
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