Andrei Kirilenko
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View article: Beyond Message Framing: Comparing the Role of Environmental Values in Conservation Behavior Across the U.S. and India
Beyond Message Framing: Comparing the Role of Environmental Values in Conservation Behavior Across the U.S. and India Open
This study examined how environmental attitudes, message framing, and cultural context shape conservation judgments in national parks and protected areas (NPPAs). Participants from the U.S. (N = 181) and India (N = 157) reported their envi…
View article: AUTHENTICATION RESPONSE TO A TOURIST ATTRACTION VIDEO: NEUROMARKETING INSIGHTS
AUTHENTICATION RESPONSE TO A TOURIST ATTRACTION VIDEO: NEUROMARKETING INSIGHTS Open
This study used physiological and self-reported measures to explore how emotions and authenticity orientation influence tourists’ authentication of attractions promoted by visual marketing materials. Seventy-two participants, classified as…
View article: Biodiversity of Accessible Greenspace for Vulnerable Population Groups: Citizen Science Data Analysis
Biodiversity of Accessible Greenspace for Vulnerable Population Groups: Citizen Science Data Analysis Open
Accessible greenspace biodiversity is a crucial element for human wellbeing. In this study, we explore the connection between social vulnerability, accessibility to greenspaces, and biodiversity in urban areas. To achieve this, we utilize …
View article: Analyzing the Impact of COVID-19 on Travel and Search Distances for Prominent Landmarks: Insights from Google Trends, X, and Tripadvisor
Analyzing the Impact of COVID-19 on Travel and Search Distances for Prominent Landmarks: Insights from Google Trends, X, and Tripadvisor Open
The COVID-19 pandemic profoundly affected people’s travel behavior and travel desires, particularly regarding trips to prominent destinations. This study explores the pandemic’s impact on travel behavior and online search patterns for 12 l…
View article: AUTHENTICATION RESPONSE TO A TOURIST ATTRACTION VIDEO: NEUROMARKETING INSIGHTS
AUTHENTICATION RESPONSE TO A TOURIST ATTRACTION VIDEO: NEUROMARKETING INSIGHTS Open
Using physiological and self-reported measures, the study examined the role that the emotions and authenticity orientation of tourists play in the authentication of tourist attractions promoted by marketing materials. Seventy-two responden…
View article: Compete or Avoid? Assessing Brand Competition Strategies with Spatial Colocation Analysis
Compete or Avoid? Assessing Brand Competition Strategies with Spatial Colocation Analysis Open
Spatial competition considerations are important in hotel location selection. This study proposes and demonstrates a method of colocation network analysis to quantify the potential encroaching effect of spatial inter- and intra-competition…
View article: Authentication of SMIs by Culturally Different Audiences: Investigation with Chat GPT-3 Prompt Engineering
Authentication of SMIs by Culturally Different Audiences: Investigation with Chat GPT-3 Prompt Engineering Open
This study investigates how online users from culturally different audiences authenticate social media influencers (SMIs) and their creative products which promote destination culture, traditions, and heritage. We specifically examined the…
View article: Automated Topic Analysis with Large Language Models
Automated Topic Analysis with Large Language Models Open
Topic modeling is a popular method in tourism data analysis. Many authors have applied various approaches to summarize the main themes of travel blogs, reviews, video diaries, and similar media. One common shortcoming of these methods is t…
View article: Responding to Visitor Density Pre and Post COVID-19 Outbreak: The Impact of Personality Type on Perceived Crowdedness, Feeling of Being Comfortable, and Anticipated Experience
Responding to Visitor Density Pre and Post COVID-19 Outbreak: The Impact of Personality Type on Perceived Crowdedness, Feeling of Being Comfortable, and Anticipated Experience Open
The study set out to determine whether tourists’ response to human density at destinations changed after the COVID-19 outbreak and, thus, gain insight into whether tourist flows will be sustained in the post-COVID-19 environment. An experi…
View article: Recent grain production boom in Russia in historical context
Recent grain production boom in Russia in historical context Open
In recent years, Russia has established herself as the leading supplier of grain worldwide and continues to make ambitious plans for raising its grain production in the long-term. Within the context of Russian agricultural history, the rec…
View article: The Impacts of COVID-19 on Tourists’ Emotions Expressed from TripAdvisor Reviews: Emotion Detection of Travel Experiences in Yellowstone National Park
The Impacts of COVID-19 on Tourists’ Emotions Expressed from TripAdvisor Reviews: Emotion Detection of Travel Experiences in Yellowstone National Park Open
The coronavirus (COVID-19) pandemic threatens the health and lives of millions of people all over the world. The spread of the virus hit the tourism industry heavily. Many destinations are forced to shut down, and the right to travel had b…
View article: Tourism impact on gender and minority equality: comparison of survey, census, and industry data
Tourism impact on gender and minority equality: comparison of survey, census, and industry data Open
Tourism is widely credited as an economic driver for communities, but the role of tourism industry in promoting social and cultural human development goals is less researched and frequently disputed. The majority of existing studies are fo…
View article: How Reliable Is Social Media Data? Validation of TripAdvisor Tourism Visitations Using Independent Data Sources
How Reliable Is Social Media Data? Validation of TripAdvisor Tourism Visitations Using Independent Data Sources Open
Social media data has been rapidly applied as alternative data source for tourism statistics and measurement in recent years due to its availability, easy collection, good spatial coverage at multiple scales, and rich content. However, fre…
View article: Do Tourists from Different Countries Interpret Travel Experience with the Same Feeling? Sentiment Analysis of TripAdvisor Reviews
Do Tourists from Different Countries Interpret Travel Experience with the Same Feeling? Sentiment Analysis of TripAdvisor Reviews Open
National parks attract millions of tourists to enjoy the beauty of nature. The opinions and feelings expressed by tourists in their reviews through social media significantly impact other visitors’ tourism-related decisions. Notably, touri…
View article: Indoor Gardening with Hydroponics: A Reddit Community Analysis to Identify Knowledge Gaps
Indoor Gardening with Hydroponics: A Reddit Community Analysis to Identify Knowledge Gaps Open
Social media platforms such as Reddit, centered on user-generated, anonymous discussions, can facilitate the exchange of information and resources across niche online communities known as “subreddits.” Using data mining tools and content a…
View article: Cross-cutting Issues
Cross-cutting Issues Open
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View article: Theme Park Visitor Experience and Satisfaction: A Case of TripAdvisor Reviews of Three Theme Parks in Orlando
Theme Park Visitor Experience and Satisfaction: A Case of TripAdvisor Reviews of Three Theme Parks in Orlando Open
The significant growth of user-generated content on social media has received a lot of attention and big data has been acknowledged as a key source for understanding customer behaviors in tourism. Most of the existing research of this sort…
View article: Tourism research from its inception to present day: Subject area, geography, and gender distributions
Tourism research from its inception to present day: Subject area, geography, and gender distributions Open
This paper uses text data mining to identify long-term developments in tourism academic research from the perspectives of thematic focus, geography, and gender of tourism authorship. Abstracts of papers published in the period of 1970-2017…
View article: Comparing CMIP-3 and CMIP-5 climate projections on flooding estimation of Devils Lake of North Dakota, USA
Comparing CMIP-3 and CMIP-5 climate projections on flooding estimation of Devils Lake of North Dakota, USA Open
Background Water level fluctuations in endorheic lakes are highly susceptible to even slight changes in climate and land use. Devils Lake (DL) in North Dakota, USA is an endorheic system that has undergone multi-decade flooding driven by c…
View article: Crowdsourcing Analysis of Twitter Data on Climate Change: Paid Workers vs. Volunteers
Crowdsourcing Analysis of Twitter Data on Climate Change: Paid Workers vs. Volunteers Open
Web based crowdsourcing has become an important method of environmental data processing. Two alternatives are widely used today by researchers in various fields: paid data processing mediated by for-profit businesses such as Amazon’s Mecha…
View article: Public opinion mining on Sochi-2014 Olympics
Public opinion mining on Sochi-2014 Olympics Open
The requirements of evidence-based policymaking promote interest to realtime monitoring of public’s opinions on policy-relevant topics, and social media data mining allows diversification of information portfolio used by public administrat…
View article: Public opinion mining on Sochi-2014 Olympics
Public opinion mining on Sochi-2014 Olympics Open
The requirements of evidence-based policymaking promote interest to realtime monitoring of public’s opinions on policy-relevant topics, and social media data mining allows diversification of information portfolio used by public administ…
View article: Evaluating flood potential with GRACE in the United States
Evaluating flood potential with GRACE in the United States Open
Reager and Famiglietti (2009) proposed an index, Reager's Flood Potential Index (RFPI), for early large-scale flood risk monitoring using the Terrestrial Water Storage Anomaly (TWSA) product derived from the Gravity Recovery and Climate Ex…
View article: Inter-Coder Agreement in One-to-Many Classification: Fuzzy Kappa
Inter-Coder Agreement in One-to-Many Classification: Fuzzy Kappa Open
Content analysis involves classification of textual, visual, or audio data. The inter-coder agreement is estimated by making two or more coders to classify the same data units, with subsequent comparison of their results. The existing meth…