2021
DOI: 10.5311/josis.2021.23.157
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Using textual volunteered geographic information to model nature-based activities: A case study from Aotearoa New Zealand

Abstract: A boom in volunteered geographic information has led to extensive data-driven exploration and modeling of places. While many studies have used such data to explore human-environment interaction in urban settings, few have investigated natural, non-urban settings. To address this gap, this study systematically explores the content of online reviews of nature-based recreation activities, and develops a fine-grained hierarchical model that includes 28 aspects grouped into three main domains: activity, settings, a… Show more

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Cited by 5 publications
(5 citation statements)
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“…Building on and extending this manual analysis on a small data set, some aspects of place attachment may be examined through sentiment analysis, for languages such as English where large data sets ('big data') are available. This adds to existing research already aiming to detect platial language automatically in large data sets (such as [13,14,35]). A combination of discourse analytic techniques and sentiment analysis in a different context was used for English in [37].…”
Section: Key Features Of Platial Languagementioning
confidence: 92%
See 2 more Smart Citations
“…Building on and extending this manual analysis on a small data set, some aspects of place attachment may be examined through sentiment analysis, for languages such as English where large data sets ('big data') are available. This adds to existing research already aiming to detect platial language automatically in large data sets (such as [13,14,35]). A combination of discourse analytic techniques and sentiment analysis in a different context was used for English in [37].…”
Section: Key Features Of Platial Languagementioning
confidence: 92%
“…People choosing to live in fundamentally different environments, such as the fairly recent urban development Milton Keynes in England [12] will be likely to prioritise other place facets to a higher degree (such as economic aspects), while omitting references to nature and visual appreciation. In contrast, people describing entirely natural settings may focus more on activities and emotions [14]. Thus, a distinctive analysis of linguistic features of the discourse pertaining to highly contrasting environments is likely to produce highly significant, consistent patterns of diversity of place facets.…”
Section: Distinctive Place Attachment In Different Locationsmentioning
confidence: 99%
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“…This unique geography offers the country abundant natural tourism potential, making it an ideal destination for various travel experiences. Geography examines the Earth's spatial elements and topography, and tourism serves as a conduit for temporary recreational experiences that balance personal pleasure with cultural and natural enrichment [4,5].…”
Section: Introductionmentioning
confidence: 99%
“…
Since our 10th anniversary issues published in 2020 [1,2], JOSIS has continued to publish a number of excellent research articles on many of the topics highlighted by our editorial board in their invited papers. These include articles on crowdsourcing [10], place [18,17,23,13,3], spatial language [5,15,24,19], GeoAI [14], movement analysis [26,11], urban analysis and wayfinding [16,21,7], methods for spatial analysis and uncertainty [22,25,6,20], environmental data and modeling [8,12,9], and qualitative spatial reasoning [4]. We are happy to also note that these articles represent research conducted around the world, with authors based in Australia,
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mentioning
confidence: 99%