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In this article, we investigate how users may be supported in reflecting upon their past activities, making use of an exploratory spatial hypertext tool. We discuss how we transform raw Facebook data dumps into a graph-based structure and reflect upon design decisions. First results provide insights in users motivations for using such a tool and confirm that the approach helps them in discovering past activities that they perceive as outdated or even embarrassing.<\/jats:p>","DOI":"10.1515\/icom-2020-0019","type":"journal-article","created":{"date-parts":[[2021,1,23]],"date-time":"2021-01-23T02:40:42Z","timestamp":1611369642000},"page":"239-250","source":"Crossref","is-referenced-by-count":2,"title":["Reflecting on Social Media Behavior by Structuring and Exploring Posts and Comments"],"prefix":"10.1515","volume":"19","author":[{"given":"Eelco","family":"Herder","sequence":"first","affiliation":[{"name":"6029 Radboud Universiteit Nijmegen , Nijmegen , the Netherlands"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Daniel","family":"Ro\u00dfner","sequence":"additional","affiliation":[{"name":"Institute of Information Sciences , Hof University , Hof , Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Claus","family":"Atzenbeck","sequence":"additional","affiliation":[{"name":"Institute of Information Sciences , Hof University , Hof , Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"374","published-online":{"date-parts":[[2021,1,15]]},"reference":[{"key":"2025120518134423710_j_icom-2020-0019_ref_001","doi-asserted-by":"crossref","unstructured":"Esma A\u00efmeur and Alexis Tremblay. 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