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"Is Long-distance Hiking an Emotional Roller Coaster?" Evaluating Emotions and Weather Effects on the Appalachian Trail

Published: 11 May 2024 Publication History

Abstract

The growing prevalence of emotion research in human-computer interaction highlights the crucial role of emotion in understanding humans’ behavioral states and experiences. Online media, especially community blogs, enable reflection of people’s emotions on a large scale, while emotion recognition offers profound insights into the underlying reasons behind the expressed emotions. Within these capabilities, this paper uses an emotion recognition model and topic modeling analysis to examine Appalachian Trail long-distance hikers’ blogs on the Trail Journals platform and identify key driving factors regarding expressed emotions. We also examined the influence of weather, as an inseparable factor of outdoor activities, on hikers’ emotions and its nuances in long-distance hiking. The findings emphasize the emotional aspect of long-distance hiking, which can facilitate mental support from the community in the future. We discuss the usefulness of blogs in gaining insight into writers conveying their emotional experiences.

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References

[1]
Nazanin Andalibi and Justin Buss. 2020. The human in emotion recognition on social media: Attitudes, outcomes, risks. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems. 1–16. https://doi.org/10.1145/3313831.3376680
[2]
Nazanin Andalibi and Andrea Forte. 2018. Announcing pregnancy loss on Facebook: A decision-making framework for stigmatized disclosures on identified social network sites. In Proceedings of the 2018 CHI conference on human factors in computing systems. 1–14. https://doi.org/10.1145/3173574.3173732
[3]
Appalachian Trail Conservancy. 2023. Things to Know About the Appalachian Trail in 2023. https://appalachiantrail.org/official-blog/things-to-know-about-the-appalachian-trail-in-2023/#: :text=Trail%20Maintaining%20Clubs.-,Mileage,and%20more%20precise%20measurement%20techniques.
[4]
Abigail Joy Bartolome. 2018. Describing trail cultures through studying trail stakeholders and analyzing their tweets. Ph. D. Dissertation. Virginia Tech.
[5]
Etienne Becht, Leland McInnes, John Healy, Charles-Antoine Dutertre, Immanuel WH Kwok, Lai Guan Ng, Florent Ginhoux, and Evan W Newell. 2019. Dimensionality reduction for visualizing single-cell data using UMAP. Nature biotechnology 37, 1 (2019), 38–44. https://doi.org/10.1038/nbt.4314
[6]
Carlie Gentry. 2015. 5 Most Common Newbie Thru Hiker Emotions. https://thetrek.co/5-common-thru-hiker-emotions/
[7]
Roddy Cowie, Ellen Douglas-Cowie, Kostas Karpouzis, George Caridakis, Manolis Wallace, and Spyros Kollias. 2008. Recognition of emotional states in natural human-computer interaction. Multimodal User Interfaces: From Signals to Interaction (2008), 119–153. https://doi.org/10.1109/ISSPIT.2008.4775663
[8]
Roddy Cowie, Ellen Douglas-Cowie, Nicolas Tsapatsoulis, George Votsis, Stefanos Kollias, Winfried Fellenz, and John G Taylor. 2001. Emotion recognition in human-computer interaction. IEEE Signal processing magazine 18, 1 (2001), 32–80. https://doi.org/10.1109/79.911197
[9]
Elizabeth A Crane, N Sadat Shami, and Christian Peter. 2007. Let’s get emotional: emotion research in human computer interaction. In CHI’07 extended abstracts on Human factors in computing systems. 2101–2104. https://doi.org/10.1145/1240866.1240958
[10]
CY Yam. 2015. Emotion Detection and Recognition from Text Using Deep Learning. https://devblogs.microsoft.com/ise/emotion-detection-and-recognition-from-text-using-deep-learning/
[11]
Daniel van Strien and Maarten Grootendorst. 2023. Introducing BERTopic Integration with the Hugging Face Hub. https://huggingface.co/blog/bertopic
[12]
Munmun De Choudhury and Scott Counts. 2012. The nature of emotional expression in social media: measurement, inference and utility. Human Computer Interaction Consortium (HCIC) (2012).
[13]
Munmun De Choudhury, Scott Counts, and Michael Gamon. 2012. Not all moods are created equal! exploring human emotional states in social media. In Proceedings of the International AAAI Conference on Web and Social Media, Vol. 6. 66–73. https://doi.org/10.1609/icwsm.v6i1.14279
[14]
Jaap JA Denissen, Ligaya Butalid, Lars Penke, and Marcel AG Van Aken. 2008. The effects of weather on daily mood: a multilevel approach. Emotion 8, 5 (2008), 662. https://doi.org/10.1037/a0013497
[15]
Giovanni Di Leo and Francesco Sardanelli. 2020. Statistical significance: p value, 0.05 threshold, and applications to radiomics—reasons for a conservative approach. European radiology experimental 4, 1 (2020), 1–8. https://doi.org/10.1186%2Fs41747-020-0145-y
[16]
Sidney D’Mello and Rafael A Calvo. 2013. Beyond the basic emotions: what should affective computing compute? In CHI’13 extended abstracts on human factors in computing systems. 2287–2294. https://doi.org/10.1145/2468356.2468751
[17]
Daniel Dustin, Jeff Rose, Kensey Amerson, and Andrew Lepp. 2020. The Increasingly Social World of Long Distance Hiking. International Journal of Wilderness 26, 3 (2020), 88–99.
[18]
Roman Egger and Joanne Yu. 2022. A topic modeling comparison between lda, nmf, top2vec, and bertopic to demystify twitter posts. Frontiers in sociology 7 (2022), 886498. https://doi.org/10.3389/fsoc.2022.886498
[19]
Paul Ekman. 1992. An argument for basic emotions. Cognition & emotion 6, 3-4 (1992), 169–200. https://doi.org/10.1080/02699939208411068
[20]
Paul Ekman. 2004. Emotions revealed. Bmj 328, Suppl S5 (2004).
[21]
Paul Ekman 1999. Basic emotions. Handbook of cognition and emotion 98, 45-60 (1999), 16. https://doi.org/doi/10.1002/0470013494.ch3
[22]
Paul Ekman and Wallace V Friesen. 1978. Facial action coding system. Environmental Psychology & Nonverbal Behavior (1978). https://doi.org/doi/10.1037/t27734-000
[23]
Nicole B Ellison, Charles Steinfield, and Cliff Lampe. 2007. The benefits of Facebook “friends:” Social capital and college students’ use of online social network sites. Journal of computer-mediated communication 12, 4 (2007), 1143–1168. https://doi.org/10.1111/j.1083-6101.2007.00367.x
[24]
John Feddersen, Robert Metcalfe, and Mark Wooden. 2012. Subjective well-being: Weather matters; climate doesn’t. (2012). https://doi.org/10.2139/ssrn.2182862
[25]
Frederick Health. 2021. 5 Ways Cold Weather May Affect Your Health and Physical Activity. https://www.frederickhealth.org/news/2021/december/5-ways-cold-weather-may-affect-your-health-and-p/
[26]
Frits Ahlefeldt, Hiking.org. 2016. Mood Hiker. https://hiking.org/2016/10/23/mood-change-and-weather/
[27]
Alastair J Gill, Darren Gergle, Robert M French, and Jon Oberlander. 2008. Emotion rating from short blog texts. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. 1121–1124. https://doi.org/10.1145/1357054.1357229
[28]
Paul E Griffiths. 2002. Basic emotions, complex emotions, Machiavellian emotions. (2002). https://doi.org/10.1017/S1358246100007888
[29]
Maarten Grootendorst. 2022. BERTopic: Neural topic modeling with a class-based TF-IDF procedure. arXiv preprint arXiv:2203.05794 (2022). https://doi.org/10.48550/arXiv.2203.05794
[30]
Perttu Hämäläinen, Mikke Tavast, and Anton Kunnari. 2023. Evaluating large language models in generating synthetic hci research data: a case study. In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. 1–19. https://doi.org/10.1145/3544548.3580688
[31]
Jeffrey T Hancock, Christopher Landrigan, and Courtney Silver. 2007. Expressing emotion in text-based communication. In Proceedings of the SIGCHI conference on Human factors in computing systems. 929–932. https://doi.org/10.1145/1240624.1240764
[32]
Roy Hanney and Gerda Skirkeviciutey. 2020. Reflection, identity, community: Affordances of blogging for social interaction and reflective dialogue. Education and Information Technologies 25, 3 (2020), 1553–1569. https://doi.org/10.1007/s10639-019-10030-4
[33]
Elisabeth Happ, Verena Hofmann, and Martin Schnitzer. 2021. A look at the present and future: The power of emotions in the interplay between motivation, expectation and attitude in long-distance hikers. Journal of Destination Marketing & Management 19 (2021), 100527. https://doi.org/10.1016/j.jdmm.2020.100527
[34]
Nigel Hardiman, Shelley Burgin, 2015. Long-distance walking tracks: Offering regional tourism in the slow lane. (2015).
[35]
Mary E Harmon. 2015. Computing as context: Experiences of dis/connection beyond the moment of non/use. Ph. D. Dissertation. UC Irvine.
[36]
Jochen Hartmann. 2022. Emotion English DistilRoBERTa-base. https://huggingface.co/j-hartmann/emotion-english-distilroberta-base/.
[37]
Javier Hernandez, Josh Lovejoy, Daniel McDuff, Jina Suh, Tim O’Brien, Arathi Sethumadhavan, Gretchen Greene, Rosalind Picard, and Mary Czerwinski. 2021. Guidelines for assessing and minimizing risks of emotion recognition applications. In 2021 9th International conference on affective computing and intelligent interaction (ACII). IEEE, 1–8. https://doi.org/10.1109/ACII52823.2021.9597452
[38]
Sarah Hitchner, John Schelhas, J Peter Brosius, and Nathan P Nibbelink. 2019. Zen and the art of the selfie stick: Blogging the John Muir Trail thru-hiking experience. Environmental Communication 13, 3 (2019), 353–365. https://doi.org/10.1080/17524032.2019.1567568
[39]
Bernie Hogan. 2010. The presentation of self in the age of social media: Distinguishing performances and exhibitions online. Bulletin of Science, Technology & Society 30, 6 (2010), 377–386. https://doi.org/10.1177/0270467610385893
[40]
James A Holstein and Jaber F Gubrium. 2000. The self we live by: Narrative identity in a postmodern world. (2000). https://doi.org/10.1525/si.2000.23.4.407
[41]
Aurobind V Iyer, Viral Pasad, Smita R Sankhe, and Karan Prajapati. 2017. Emotion based mood enhancing music recommendation. In 2017 2nd IEEE International Conference on Recent Trends in Electronics, Information & Communication Technology (RTEICT). IEEE, 1573–1577. https://doi.org/10.1109/RTEICT.2017.8256863
[42]
Carroll E Izard. 2009. Emotion theory and research: Highlights, unanswered questions, and emerging issues. Annual review of psychology 60 (2009), 1–25. https://doi.org/10.1146%2Fannurev.psych.60.110707.163539
[43]
Jessica. 2017. The Appalachian Trail: An Emotional Roller Coaster. https://homemadewanderlust.com/common-emotional-points-appalachian-trail/
[44]
Michael Jones and Irit Alony. 2008. Blogs–the new source of data analysis. (2008). https://doi.org/10.28945/1019
[45]
Kevin and Kathy. 2023. 2022 In Review: How Thru-hiking The Appalachian Trail (AT) Affirmed, Challenged, and Changed Us. https://trekkingsketches.com/2023/01/02/2021-in-review-investing-in-a-life-filled-with-hiking-and-backpacking-duplicate-6002/
[46]
Liisi Kööts, Anu Realo, and Jüri Allik. 2011. The influence of the weather on affective experience. Journal of individual differences (2011). https://doi.org/doi/10.1027/1614-0001/a000037
[47]
Lindah Kotut, Michael Horning, and D SCOTT McCRICKARD. 2022. The Long Way Home: News Values in Stories Told by Appalachian Trail Thru-Hikers on Social Media. Proceedings of the ACM on Human-Computer Interaction 6, CSCW2 (2022), 1–21. https://doi.org/10.1145/3555602
[48]
Lindah Kotut, Michael Horning, Timothy L Stelter, and D Scott McCrickard. 2020. Preparing for the unexpected: community framework for social media use and social support by trail thru-hikers. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems. 1–13. https://doi.org/10.1145/3313831.3376391
[49]
Adam DI Kramer. 2012. The spread of emotion via Facebook. In Proceedings of the SIGCHI conference on human factors in computing systems. 767–770. https://doi.org/10.1145/2207676.2207787
[50]
Adam DI Kramer, Jamie E Guillory, and Jeffrey T Hancock. 2014. Experimental evidence of massive-scale emotional contagion through social networks. Proceedings of the National academy of Sciences of the United States of America 111, 24 (2014), 8788. https://doi.org/10.1073/pnas.1320040111
[51]
Sheetal Kusal, Shruti Patil, Ketan Kotecha, Rajanikanth Aluvalu, and Vijayakumar Varadarajan. 2021. AI based emotion detection for textual big data: techniques and contribution. Big Data and Cognitive Computing 5, 3 (2021), 43. https://doi.org/10.3390/bdcc5030043
[52]
Gilly Leshed and Joseph’Jofish’ Kaye. 2006. Understanding how bloggers feel: recognizing affect in blog posts. In CHI’06 extended abstracts on Human factors in computing systems. 1019–1024. https://doi.org/10.1145/1125451.1125646
[53]
CS Lum, Samuel J Keith, and David Scott. 2020. The long-distance hiking social world along the Pacific Crest Trail. Journal of Leisure Research 51, 2 (2020), 165–182. https://doi.org/10.1080/00222216.2019.1640095
[54]
Jamie MacLennan. 2005. Solitude and sociability: Social processes among Appalachian Trail long-distance hikers. Rutgers The State University of New Jersey, School of Graduate Studies.
[55]
Andres Magnusson and Diane Boivin. 2003. Seasonal affective disorder: an overview. Chronobiology international 20, 2 (2003), 189–207. https://doi.org/10.1081/cbi-120019310
[56]
John McCarthy and Peter Wright. 2004. Technology as experience. interactions 11, 5 (2004), 42–43.
[57]
D Scott McCrickard, Michael A Horning, Steve Harrison, Ellie Harmon, Alan Dix, Norman Makoto Su, and Timothy Stelter. 2018. Technology on the Trail. In Proceedings of the 2018 ACM International Conference on Supporting Group Work. 365–368. https://doi.org/10.1145/3148330.3152161
[58]
Leland McInnes, John Healy, and Steve Astels. 2017. hdbscan: Hierarchical density-based cluster Selection. J. Open Source Softw. 2, 11 (2017), 205. https://doi.org/10.48550/arXiv.1911.02282
[59]
Andrew McStay. 2018. Emotional AI: The rise of empathic media. Sage. https://doi.org/10.4135/9781526451293
[60]
Walaa Medhat, Ahmed Hassan, and Hoda Korashy. 2014. Sentiment analysis algorithms and applications: A survey. Ain Shams engineering journal 5, 4 (2014), 1093–1113. https://doi.org/10.1016/j.asej.2014.04.011
[61]
Shalini Misra and Daniel Stokols. 2012. A typology of people–environment relationships in the Digital Age. Technology in Society 34, 4 (2012), 311–325. https://doi.org/10.1016/j.techsoc.2012.10.003
[62]
Jeanne Molin, Erling Mellerup, Tom Bolwig, Thomas Scheike, and Henrik Dam. 1996. The influence of climate on development of winter depression. Journal of affective disorders 37, 2-3 (1996), 151–155. https://doi.org/10.1016/0165-0327(95)00090-9
[63]
Gianna Moscardo. 2010. The shaping of tourist experience: The importance of stories and themes. The tourism and leisure experience: Consumer and managerial perspectives 44 (2010), 43–58. https://doi.org/10.21832/9781845411503-006
[64]
Michael Muller, Shion Guha, Eric PS Baumer, David Mimno, and N Sadat Shami. 2016. Machine learning and grounded theory method: convergence, divergence, and combination. In Proceedings of the 2016 ACM International Conference on Supporting Group Work. 3–8. https://doi.org/10.1145/2957276.2957280
[65]
Shuo Niu, D Scott McCrickard, Julia Nguyen, Derek Haqq, Lindah Kotut, Timothy L Stelter, and Edward A Fox. 2020. Investigating paradigms of group territory in multiple display environments. Proceedings of the ACM on Human-Computer Interaction 4, GROUP (2020), 1–28. https://doi.org/10.1145/3375193
[66]
Shuo Niu, D Scott McCrickard, Timothy L Stelter, Alan Dix, and G Don Taylor. 2019. Reorganize Your Blogs: Supporting Blog Re-visitation with Natural Language Processing and Visualization. Multimodal Technologies and Interaction 3, 4 (2019), 66. https://doi.org/10.3390/mti3040066
[67]
Andrew Ortony, Gerald L Clore, and Allan Collins. 2022. The cognitive structure of emotions. Cambridge university press. https://doi.org/10.1017/CBO9780511571299
[68]
Piotr Próchniak and Agnieszka Próchniak. 2021. Future-oriented coping with weather stress among mountain hikers: Temperamental personality predictors and profiles. Behavioral Sciences 11, 2 (2021), 15. https://doi.org/10.3390%2Fbs11020015
[69]
Anna Ptasznik. 2015. Thru-hiking as pilgrimage: Transformation, nature, and religion in contemporary American hiking novels. Master’s thesis). University of Colorado, Boulder (2015).
[70]
Juan Ramos 2003. Using tf-idf to determine word relevance in document queries. In Proceedings of the first instructional conference on machine learning, Vol. 242. New Jersey, USA, 29–48.
[71]
Reclama. 2023. The Healing Benefits of Winter Hiking. https://journal.getaway.house/the-healing-benefits-of-winter-hiking/
[72]
Kate Richard. 2022. The 2022 AT Thru-Hiker Survey: General Information. https://thetrek.co/the-2022-at-thru-hiker-survey-general-information/
[73]
Kathy Chau Rohn and Patrick Filipe Conway. 2023. Thru-hiking and Thriving: Exploring College Student Experiences on the Appalachian Trail. Journal of Experiential Education 46, 2 (2023), 161–179. https://doi.org/10.1177/10538259221115825
[74]
Morva Saaty, Derek Haqq, Mohammadreza Beyki, Taha Hassan, and D SCOTT McCRICKARD. 2022. Pokémon GO with Social Distancing: Social Media Analysis of Players’ Experiences with Location-based Games. Proceedings of the ACM on Human-Computer Interaction 6, CHI PLAY (2022), 1–22. https://doi.org/10.1145/3549512
[75]
Morva Saaty, Jaitun V Patel, Norhan Abdelgawad, Jeffrey Marion, D Scott McCrickard, Shalini Misra, and Kris Wernstedt. 2022. Note: Studying Sustainable Practices of Appalachian Trail Community based on Reddit Topic Modelling Analysis. In ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies (COMPASS). 560–563. https://doi.org/10.1145/3530190.3534848
[76]
Morva Saaty, Jaitun V Patel, Derek Haqq, Timothy L Stelter, and D Scott McCrickard. 2022. Integrating social media into the design process. arXiv preprint arXiv:2205.04315 (2022). https://doi.org/10.48550/arXiv.2205.04315
[77]
Klaus R Scherer. 2005. What are emotions? And how can they be measured?Social science information 44, 4 (2005), 695–729. https://doi.org/10.1177/0539018405058216
[78]
Shiv Naresh Shivhare, Shakun Garg, and Anitesh Mishra. 2015. EmotionFinder: Detecting emotion from blogs and textual documents. In International Conference on Computing, Communication & Automation. IEEE, 52–57. https://doi.org/10.1109/CCAA.2015.7148343
[79]
Wally Smith, Greg Wadley, Sarah Webber, Benjamin Tag, Vassilis Kostakos, Peter Koval, and James J Gross. 2022. Digital emotion regulation in everyday life. In Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems. 1–15. https://doi.org/10.1145/3491102.3517573
[80]
Z Spasova. 2012. The effect of weather and its changes on emotional state–individual characteristics that make us vulnerable. Advances in Science and Research 6, 1 (2012), 281–290. https://doi.org/link_gateway/2011AdSR....6.281S/
[81]
Lars St, Svante Wold, 1989. Analysis of variance (ANOVA). Chemometrics and intelligent laboratory systems 6, 4 (1989), 259–272. https://doi.org/10.1161/CIRCULATIONAHA.107.654335
[82]
Daniel Stokols, Shalini Misra, Miryha Gould Runnerstrom, and J Aaron Hipp. 2009. Psychology in an age of ecological crisis: From personal angst to collective action. American Psychologist 64, 3 (2009), 181. https://doi.org/10.1037/a0014717
[83]
Warren D TenHouten. 2021. Basic emotion theory, social constructionism, and the universal ethogram. Social Science Information 60, 4 (2021), 610–630. https://doi.org/10.1177/05390184211046481
[84]
Thru-Hiking. [n. d.]. What is thru-hiking?https://thru-hiking.com/what-is-thru-hiking/
[85]
John Torous, Maria K Wolters, Greg Wadley, and Rafael A Calvo. 2019. 4th Symposium on Computing and Mental Health: Designing Ethical eMental Health Services. In Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems. 1–9. https://doi.org/10.1145/3290607.3298997
[86]
Trail Journals. [n. d.]. Appalachian Trail Backpacking Journals. https://www.trailjournals.com/journals/appalachian_trail
[87]
United States Code. 2014. Chapter-27 National Trail Systems. https://uscode.house.gov/view.xhtml?path=/prelim@title16/chapter27&edition=prelim
[88]
Jacqueline Urakami, Yeongdae Kim, Hiroki Oura, and Katie Seaborn. 2022. Finding strategies against misinformation in social media: A qualitative study. In CHI Conference on Human Factors in Computing Systems Extended Abstracts. 1–7. https://doi.org/10.1145/3491101.3519661
[89]
Greg Wadley, Vassilis Kostakos, Peter Koval, Wally Smith, Sarah Webber, Anna Cox, James J Gross, Kristina Höök, Regan Mandryk, and Petr Slovák. 2022. The future of emotion in human-computer interaction. In CHI Conference on Human Factors in Computing Systems Extended Abstracts. 1–6. https://doi.org/10.1145/3491101.3503729
[90]
Wei-Lu Wang, Derek Haqq, Morva Saaty, Yusheng Cao, Jixiang Fan, Jaitun V Patel, and D Scott McCrickard. 2023. Chatterbox Opener: A Game to Support Healthy Communication and Relationships. In Companion Proceedings of the Annual Symposium on Computer-Human Interaction in Play. 43–48. https://doi.org/10.1145/3573382.3616074
[91]
HT Welser. 2012. The growth of technology and the end of the wilderness experience. Controversial issues in adventure programming (2012), 147–155.
[92]
Wendy Janssen. 2018. National Park Getaway: Appalachian National Scenic Trail. https://www.nps.gov/articles/getaway-appa.htm
[93]
SoYeop Yoo, JeIn Song, and OkRan Jeong. 2018. Social media contents based sentiment analysis and prediction system. Expert Systems with Applications 105 (2018), 102–111. https://doi.org/10.1016/j.eswa.2018.03.055
[94]
Alberto M Zanni and Tim J Ryley. 2015. The impact of extreme weather conditions on long distance travel behaviour. Transportation Research Part A: Policy and Practice 77 (2015), 305–319. https://doi.org/10.1016/j.tra.2015.04.025

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cover image ACM Conferences
CHI EA '24: Extended Abstracts of the CHI Conference on Human Factors in Computing Systems
May 2024
4761 pages
ISBN:9798400703317
DOI:10.1145/3613905
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Published: 11 May 2024

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  1. Appalachian Trail
  2. Community Blogs
  3. Emotion Recognition
  4. Outdoor Computing

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