Next, before examining the five thematic clusters from bibliometric analysis, this section defines three key concepts used throughout this study.
These definitions provide the foundation for analyzing how authentic cultural content relates to tourist experiences on social media platforms, as discussed in the following sections.
3.1. Thematic Cluster Analysis
The VOSviewer analysis revealed five distinct thematic clusters within the digital and social media cultural tourism authenticity literature. Each cluster represents interconnected research domains that collectively address platform-mediated heritage representation challenges. The analytical focus emphasizes clusters 4 and 5, which directly correspond to the study’s investigation of authenticity preservation within digital cultural tourism contexts.
Cluster 1: Ecosystem Tourism
Cluster 2: Social Media and Technology
Cluster 3: Tourism Management
Cluster 4: Authenticity
Cluster 5: Photography & Storytelling.
Cluster 1: Ecosystem Tourism—This cluster examines the foundational environmental and cultural contexts that inform authentic digital heritage representation within social media platforms. The relevance to platform-mediated authenticity lies in establishing how ecosystem-based approaches provide contextual frameworks for maintaining genuine environmental and cultural integrity within algorithm-driven content distribution systems, supporting authentic tourism experiences that preserve community-environment relationships through digital storytelling methodologies.
Cluster 2: Social Media and Technology—This cluster directly addresses digital platforms and technological mechanisms used in cultural tourism photography and promotional activities across social media environments. The connection to digital authenticity centers on analyzing how platform-specific algorithms, user-generated content dynamics, and engagement optimization strategies either maintain or systematically distort genuine characteristics of cultural heritage sites through filtering, editing, and algorithmic curation processes.
Cluster 3: Tourism Management—This cluster focuses on strategic planning and operational coordination within digital cultural tourism development contexts. The platform-mediated authenticity dimension emerges through examination of how management practices navigate tensions between social media marketing imperatives, commercial viability requirements, and preservation of genuine cultural values within algorithm-driven promotional environments that prioritize engagement metrics over heritage accuracy.
Cluster 4: Authenticity—This cluster directly addresses theoretical frameworks and empirical investigations of authenticity concepts specifically within digital and social media tourism contexts. The cluster represents the theoretical foundation for understanding how authentic experiences are conceptualized, perceived, measured, and validated within platform-mediated cultural tourism environments, including community-based validation processes and algorithm-resistant authenticity assessment methodologies.
Cluster 5: Photography & Storytelling—This cluster examines visual representation techniques and digital narrative approaches within social media cultural tourism communication strategies. The relevance to platform-mediated authenticity focuses on how photographic practices, content creation methodologies, and storytelling techniques either accurately represent or potentially misrepresent genuine cultural essence through platform-native formats, algorithm optimization, and audience engagement mechanisms across diverse digital environments.
The analytical prioritization of Clusters 4 and 5 reflects their direct correspondence to platform-mediated authenticity challenges, providing both theoretical foundations for digital heritage representation assessment and practical applications for social media cultural tourism content creation that maintains heritage integrity while achieving algorithmic visibility within contemporary digital tourism contexts.
3.2. Cluster 1: Ecosystem Tourism
Background and Definition: Ecosystem tourism represents a form of nature-based tourism that emphasizes environmental conservation while facilitating cultural and educational experiences. However, foundational definitions reveal theoretical tensions regarding primary objectives. Ceballos-Lascuráin [
23]. defined ecotourism as tourism that seeks to experience cultural and social diversity through engagement with landscapes, flora, fauna, and natural phenomena, prioritizing environmental preservation. In contrast, the United Nations Environment Programme (UNEP) and World Tourism Organization characterize ecosystem tourism as involving understanding of both cultural and natural history, aimed at promoting ecosystem conservation while generating economic opportunities for local communities, emphasizing socioeconomic benefits. This conceptual divergence—conservation-centric versus community-benefit approaches—becomes particularly problematic in digital platforms where algorithmic mechanisms favor engagement-driven content over nuanced presentations of integrated environmental-cultural relationships. Current frameworks fail to address how platform mediation fragments these holistic approaches, creating gaps between theoretical ideals and digital tourism realities.
Relationship to Cultural Tourism: Ecosystem tourism and cultural tourism demonstrate inherent interconnectedness through shared characteristics integral to heritage preservation. Both forms encompass cultural, aesthetic, artistic, and heritage values alongside associated cultural activities [
24]. The integration manifests through community participation mechanisms that generate income through tourist services, accommodation provision, and local product sales [
25]. This relationship extends to conservation dimensions, involving restoration of tangible and intangible cultural heritage values, including architectural preservation, festival organization, and traditional knowledge transmission [
26]. The concept and characteristics of ecotourism can be compared as shown in the
Table 4.
Analysis and Framework Connection: Ecosystem tourism provides basic principles for digital authenticity frameworks by showing how environmental and cultural elements connect in social media platforms. Digital platforms need content that shows real community-environment relationships through their specific features and user behaviors. Different social media platforms favor different types of ecosystem content. Instagram’s algorithms prefer images showing nature-culture connections, while TikTok rewards videos of communities participating in environmental activities. Facebook allows local communities to verify if ecosystem-cultural posts are accurate. The ecosystem tourism approach helps digital authenticity by showing that social media cultural content needs environmental and social context, not just isolated cultural items. Social media algorithms that focus on popular content can push toward showing culture without its environmental background, which may damage authentic cultural transmission.
Critical Gaps: Current ecosystem tourism literature inadequately addresses algorithmic mediation effects on community-environment narratives. Studies emphasize holistic relationships [
29,
30] yet fail to examine how platform algorithms fragment these connections through engagement-driven curation, representing a significant gap in algorithm-resistant authenticity preservation strategies.
This cluster supports the digital authenticity framework by establishing that authentic social media heritage content needs ecosystem-aware strategies. These strategies must work with platform requirements while keeping community validation processes. Content creators need guidelines that work with platform algorithms while preserving the environmental and social contexts that support real cultural practices. The framework uses ecosystem tourism principles to evaluate whether social media content maintains cultural-environmental connections or loses context due to platform pressures. Digital cultural tourism practitioners need systematic methods for showing community-ecosystem relationships through platform-friendly formats that meet both algorithm visibility needs and cultural authenticity requirements.
3.3. Cluster 2: Social Media and Technology
Background and Definition: Social media emerged as a transformative communication platform following the development of Usenet in 1979, evolving significantly during the 1990s through Internet technology advancement from Web 1.0 to Web 2.0 [
31,
32] defined social media as Internet-based applications developed on Web 2.0 concepts and technologies, enabling users to continuously create and exchange user-generated content (UGC) with emphasis on participation and content sharing. Contemporary definitions characterize social media as an evolution of Internet technology serving as tools for communication and interaction [
33]. Social media and digital storytelling has embraced technological advancements through location-based technologies, particularly GPS integration and augmented reality applications that enable enhanced site-specific narrative delivery [
34,
35,
36,
37]. These technological trends facilitate enhanced visitor engagement through customized narrative experiences and interactive content-sharing mechanisms. Studies reveal that utilizing mobile device technologies, particularly GPS and AR systems, in cultural-based digital storytelling represents the latest trend in technology linking social media and digital storytelling with cultural sites [
36,
37,
38,
39].
Relationship to Cultural Tourism: Social media technology functions as a crucial platform for raising awareness and inspiration regarding cultural tourism sites, with shared images and narratives significantly influencing tourists’ destination choices [
40]. The relationship manifests through tourists’ ability to discover previously unknown attractions through social media, where user-generated content substantially impacts interest generation in new tourism sites [
41]. This technological integration enhances effectiveness in destination information searching, trip planning, and travel experience sharing [
42].
Moreover, platform-specific features demonstrate distinct impacts on cultural tourism engagement. Research illustrates that platforms such as Instagram and Facebook offer distinctive features that enhance storytelling capabilities through visual content and interactive elements [
43]. The introduction of story features across these platforms has significantly altered user behavior, leading to enhanced self-disclosure and increased follower engagement through more personal and authentic content sharing [
44,
45]. Understanding unique characteristics and user demographics of each platform enables organizations to develop tailored storytelling strategies that maximize reach and impact, with short-form videos proving more effective on platforms like TikTok, while longer narratives find better engagement on YouTube [
46,
47]. These findings reveal fundamental contradictions in platform impact assessment. While Gretzel et al. [
40] position social media as democratizing cultural heritage access, Xie et al. [
6] demonstrate systematic distortion through algorithmic filtering. The emergence of ‘imperfect sharing’ [
45] challenges professional production standards, yet [
46] fail to address whether authenticity preferences reflect genuine cultural interest or algorithm-trained user behaviors. This unresolved tension—whether platforms facilitate or corrupt heritage transmission—characterizes current literature’s inability to reconcile promotional benefits with authenticity compromises.
Currently, the emergence of “imperfect sharing” and amateur aesthetics has resonated strongly with audiences seeking genuine connections [
45]. This authenticity-driven approach, combined with platform-optimized content strategies, has proven instrumental in enhancing campaign effectiveness across different social media channels [
46]. The content patterns and user behavior in tourism can be summarized as shown in the
Table 5.
Analysis and Framework Connection: Social media platforms create complex environments where authentic cultural representation must compete with engagement-driven content strategies and algorithmic preferences. Platform algorithms prioritize content that generates high user interaction rather than cultural accuracy, creating systematic challenges for heritage authenticity preservation in digital spaces. Moreover, user-generated content represents a shift from expert-controlled cultural documentation to community-driven creation, particularly affecting how younger audiences engage with cultural heritage sites. Social media features such as Instagram stories and TikTok short-form videos enable more personal and immediate cultural sharing, but these formats may encourage superficial representation over deeper cultural understanding.
Critical Gaps: Literature acknowledges algorithmic prioritization of engagement metrics [
40,
42]. and authentic “imperfect sharing” trends [
45,
46], yet lacks operational frameworks for reconciling platform engagement requirements with cultural accuracy preservation. Research inadequately addresses how user-generated content authenticity survives algorithmic curation.
This cluster connects to the digital authenticity framework by highlighting social media’s dual role as both a tool for authentic cultural expression and a potential source of cultural misrepresentation. The framework must account for how platform algorithms, user behavior patterns, and engagement metrics can systematically promote visually engaging but culturally superficial content over genuinely authentic heritage documentation. Social media technology serves as the primary process component that mediates between authentic cultural inputs and digital heritage outputs. Understanding platform-specific constraints and algorithmic preferences becomes essential for developing content strategies that preserve cultural integrity while leveraging digital capabilities for meaningful cultural tourism promotion and authentic destination representation across diverse social media environments.
3.4. Cluster 3: Tourism Management
Background and Definition: Contemporary tourism management encompasses strategic planning and development of infrastructure and services aimed at enhancing economic growth while creating exceptional visitor experiences within highly competitive industry environments [
52,
53]. This management approach has evolved beyond purely economic objectives toward sustainable tourism frameworks that balance commercial benefits with natural resource preservation and community welfare improvements [
54]. However, the integration of digital technologies and social media platforms has intensified the inherent tensions between commercial imperatives and cultural authenticity preservation, creating operational challenges that traditional management frameworks inadequately address.
Cultural tourism management specifically involves coordinating natural environments, historical locations, and cultural activities while connecting temporal periods to enhance industry competitiveness and sustainability [
55,
56]. Contemporary research demonstrates that cultural tourism generates domestic income and improves quality of life while promoting sustainable development through heritage conservation and community engagement [
57,
58]. Nevertheless, the critical balance between commercial development and identity preservation has become increasingly complex given high industry competition and technological integration demands [
59]. The strategies and roles of tourism management are presented in the following
Table 6.
Table 6 reveals fundamental disconnects between management theory and digital realities. Traditional frameworks [
60] assume direct stakeholder communication, yet platforms mediate all interactions through algorithms. While sustainable models [
61,
62] emphasize cultural preservation, they overlook how engagement metrics favor commercial content over authentic representation. This gap between physical tourism management theory and algorithmic platform logic requires reconceptualization rather than digital adaptation of existing frameworks.
Analysis and Framework Connection: Tourism management reveals systematic tensions between commercial imperatives and cultural authenticity preservation within digital platforms. Social media marketing strategies frequently prioritize engagement metrics over cultural heritage accuracy, creating challenges for destination organizations seeking authentic representation while achieving commercial visibility. Digital platform management requires coordination between heritage experts, community stakeholders, and marketing teams to balance algorithmic optimization with authenticity preservation. Tourism organizations face pressure to produce visually appealing content that performs well across platforms, potentially compromising cultural accuracy through enhancement techniques or oversimplification.
Critical Gaps: Tourism management literature recognizes tensions between commercial imperatives and authenticity preservation [
52,
59], yet lacks empirical frameworks for navigating algorithm-driven marketing environments. Studies emphasize sustainable development and heritage conservation [
57,
58] without addressing how management strategies can resist platform pressures toward engagement optimization over cultural integrity.
This cluster contributes to the digital authenticity framework by establishing tourism management as the critical process component coordinating between authentic cultural inputs and platform-mediated outputs. Management decisions determine whether digital cultural tourism maintains heritage integrity or prioritizes commercial optimization. The framework positions tourism management as the strategic coordination mechanism responsible for developing operational guidelines that resist platform pressures toward cultural commodification while maintaining economic viability through authentic heritage representation strategies.
3.5. Cluster 4: Authenticity
Background and Definition: Authenticity represents a conceptual philosophy that emerged in late 18th-century Europe [
63], derived from the Latin ‘authenticus’ and Greek ‘authentikos’, signifying reliability that reflects uniqueness, purity, sincerity, honesty, and naturalness [
64]. The concept encompasses community ways of life, customs, and traditions transmitted under consciousness of genuine originality that distinguishes cultural groups from others [
65]. Contemporary authenticity discourse encompasses varying meanings depending on contextual application, with tourism contexts recognizing four distinct types: objective authenticity, constructed authenticity, postmodern credibility authenticity, and experiential authenticity [
66].
Wang [
16] provides a foundational typology analyzing cultural tourism authenticity from three perspectives: objective, constructive, and existential dimensions. Objective authenticity refers to the factual accuracy and historical correctness of cultural representations. Constructive authenticity encompasses socially negotiated meanings and agreed-upon interpretations of cultural significance. Existential authenticity addresses personal experience and emotional connections that individuals develop through cultural engagement. This multidimensional framework demonstrates that authenticity interpretation varies based on beliefs, expectations, and stereotyped images constructed from preferences regarding tourism objects [
16]. Moreover, contemporary research expands these categories to include performative authenticity, addressing distinctions between staged and spontaneous cultural displays. Research validates that authenticity perceptions significantly influence tourist satisfaction, destination loyalty, and cultural heritage site sustainability [
67,
68,
69,
70].
Relationship to Cultural Tourism: Authenticity has been extensively adopted in tourism studies since [
17] introduced the concept to tourism research, establishing cultural tourism authenticity as a pivotal factor enriching cultural destination appeal through intrinsic values that visitors perceive through varying travel experience levels. For tourists, authenticity signifies genuine cultural experiences devoid of alterations [
71,
72,
73]. UNESCO recognizes authenticity’s role in cultural tourism management through policies promoting multiculturalism sustainability, cultural diversity preservation, and heritage site authenticity maintenance encompassing truth and credibility across multiple dimensions including location, setting, form, design, use, function, and immaterial qualities [
74].
Regarding cultural tourism, digital storytelling applications demonstrate enhanced visitor engagement through VR and AR technologies that maintain cultural authenticity while providing immersive educational experiences [
75]. Community-based tourism models emphasizing youth participation have proven instrumental in sustainable tourism development through authentic cultural representation [
76,
77]. Research examining Generation Z’s media perception demonstrates that platforms such as Instagram and TikTok function as significant value transmission mechanisms, with emerging preferences reflecting heightened demand for authenticity in digital interactions [
78].
The concept of authenticity in tourism has been examined through the selection of theories based on criteria established for each period. This encompasses the early era of cultural authenticity, the period of theoretical expansion, the contemporary processual view, and the era of digital and algorithmic authenticity. This approach demonstrates that authenticity in tourism does not have a fixed meaning, but rather changes according to the social, cultural, and technological contexts of each era, evolving from an object-based concept to an experience-oriented concept and subsequently to a digital-oriented concept, as outlined in the
Table 7.
Analysis and Framework Connection: Literature suggests digital platforms may present distinct challenges to traditional authenticity dimensions. Objective authenticity faces verification difficulties when social media content lacks expert oversight or fact-checking mechanisms. Constructive authenticity becomes complicated when algorithmic curation influences which community voices and interpretations gain visibility. Existential authenticity may be compromised when platform engagement features encourage performative rather than genuine cultural experiences. Contemporary research demonstrates that authenticity perceptions significantly vary across digital platforms and demographic groups. Generation Z tourists exhibit different authenticity expectations compared to traditional heritage visitors, often valuing peer validation and community representation over institutional endorsement. Social media platforms enable multiple simultaneous authenticity narratives, creating environments where contested cultural interpretations coexist without clear resolution mechanisms.
Critical Gaps: Authenticity theory encompasses multiple dimensions—objective, constructive, existential, and performative [
16,
67,
68]. Studies examine algorithmic authenticity conceptually [
82] and Generation Z’s authenticity expectations [
78], yet fail to provide operational tools for evaluating heritage accuracy within algorithm-mediated environments where community validation processes compete with engagement metrics.
The cluster analysis reveals significant implementation gaps between theoretical authenticity frameworks and practical assessment tools available to digital cultural tourism practitioners. Current authenticity evaluation methods inadequately address platform-specific mediation effects, algorithmic influence on content visibility, and community-based validation processes operating within social media environments. This cluster potentially contributes to the digital authenticity framework by positioning authenticity as the primary input component that establishes standards and criteria for evaluating subsequent platform-mediated processes. The framework connection establishes authenticity theories as foundational evaluation protocols for assessing whether social media integration, tourism management decisions, and digital storytelling approaches preserve or compromise cultural heritage integrity across diverse platform environments.
3.6. Cluster 5: Photography & Digital Storytelling
Background and Definition: Photography encompasses the process of recording images using light through camera technology to create visual representations that convey information, emotions, or reality in static or dynamic formats. The origins of photography trace to 1839 when Louis Daguerre discovered the daguerreotype process, establishing permanent image recording capabilities [
83]. Photography’s early development positioned it as a technical documentation and preservation tool, serving crucial roles in memory preservation and historical event documentation. The field evolved continuously through the late 20th century’s digital transition, when technological advancement significantly influenced photographic practice, transitioning into the contemporary social media era.
In case of digital storytelling, it represents a methodological approach utilizing various digital tools and media to convey content, ideas, thoughts, and storyteller experiences, currently related to social media. Lambert [
84] defines digital storytelling as comprising five key components: (1) narrative core serving as central story foundation, encompassing personal tales, factual events, or conceptual frameworks; (2) script development through written or recorded narration; (3) multimedia integration including still images, animations, videos, voice narrations, and background music; (4) digital technology utilization through computers, applications, and editing tools; and (5) presentation synthesis creating deliverable digital works across multiple formats including video clips, websites, and applications. Yuksel et al. [
85] expand this concept to encompass community development, therapeutic benefits, educational tools, and tourism with digital storytelling widely utilized through social media platforms for marketing, campaign implementation, and information dissemination.
Photography and Tourism: Tourism and photography have been closely intertwined since the dissemination of photography globally in 1839 [
86,
87]. Sontag [
88] discussed photography as a means to document tourists’ experiences. Markwick [
89] remarked that photographs in tourism represent a reflected reality, conveying stories about places and real people through perspectives. Xie et al. [
6]. Noted that photography for tourism serves as a marketing tool influencing the travel destination choices of tourists, especially in an era where social media plays an increasingly significant role in daily life [
90,
91]. The ease of photographic technology has led to a growing popularity of travel photography. Tussyadiah [
92] explained behaviors related to tourists’ photography, indicating that tourists actively research and collect information from photographs on websites or in travel guides, and capture travel photos before, during, and after their trips, sharing their images on social media. The images displayed on social media have a stimulating effect, encouraging other tourists who see them to desire to visit those locations. Kasemsarn [
93] has compiled comparative data from a study on the factors influencing tourism photography, as shown in
Table 8.
Photography and Cultural Tourism: Photography and cultural tourism are interconnected, demonstrating that the owner of the image has traveled to various places or narrating stories about that journey to the audience. Photographs from different locations can also stimulate the desire for people to travel to the places depicted in the images, thereby promoting cultural tourism and experiences that encourage participation in various activities. They can reflect tourism satisfaction [
98,
99]. Photographs serve as a crucial medium for tourists in creating experiences, remembering stories, interacting with people and tourist sites, and symbolizing influential perceptions of the identity of different places [
59,
100,
101,
102,
103,
104]. For cultural tourism purposes, the increasing popularity of photographs related to cultural and heritage tourism is evident both online and offline. Photographs have become a more popular medium not only for the tourism industry to attract target groups but also for general tourists and social media influencers [
96,
105,
106].
Additionally, the content of photographs serves as a crucial element that is visible through social media platforms featuring geotagging, such as Flickr, Google Picasa, and Facebook, significantly influencing other tourists’ choice of destinations [
107,
108,
109,
110].
Consistent with the research titled ‘Understanding and Creating Cultural and Heritage Tourism Photographic Guidelines for Youth Tourists’, it was found that travel photography can evoke emotions and influence tourists’ perceptions of locations.
Relationship to Cultural Tourism: Cultural tourism, photography and digital storytelling demonstrate intrinsic interconnectedness since photography’s global dissemination in 1839 [
86,
87]. Contemporary research validates digital storytelling and photography’s function as marketing tools influencing destination choices, particularly within social media’s expanding influence on daily life [
90,
91]. Digital storytelling approaches emphasize user experience methodologies, personalized content delivery systems, and social media integration strategies [
36,
111,
112]. Cultural heritage narration involves storytelling and personal experience utilization to communicate knowledge and meaning concerning past events, traditions, and values. Storytelling functions as social phenomenon influenced by psychology, sociology, marketing, tourism, and behavioral science, focusing on historical event knowledge transmission, cultural value understanding, and social foundation presentation of cultural heritage [
113]. This approach demonstrates close linkage to tourist perceptions, destination image formation, and value judgments crucial for enhancing tourist cultural awareness.
Academic synthesis identifies digital storytelling’s role in cultural tourism across four dimensions: (1) enhancing tourist attraction value through narratives enabling better cultural understanding, creating emotions and shared experiences motivating return visits; (2) strengthening destination image through direct influence on perceived value recognition; (3) fostering tourist connections through appreciation and attachment linked to return visit motivation and positive experience sharing; and (4) serving as sustainable cultural tourism management and promotion tool crucial for preserving and transmitting narratives across generations through both traditional storytelling and digital media applications [
114,
115]. Moreover, transmedia storytelling projects effectively leverage location-aware multimedia narratives and hypermedia platforms to enhance visitors’ comprehension of local heritage sites [
114]. Research examining historical storytelling influence on cultural heritage tourists’ revisit intentions demonstrates that narrative techniques generate satisfaction impacting destination image and value while serving as vital tools for increasing participation, emotional engagement, and return visit likelihood [
115].
Analysis and Framework Connection: Photography and digital storytelling function as the synthesis mechanism that transforms authentic cultural contexts into platform-mediated visual narratives while maintaining heritage accuracy. Digital platforms require specific photographic techniques and narrative approaches that balance algorithmic optimization with cultural integrity preservation across diverse social media environments. Digital storytelling methodologies must integrate traditional narrative structures with platform-native formats while preserving cultural context and community validation processes. Contemporary research demonstrates that authentic mobile phone recordings often resonate more effectively with audiences than professionally produced content, suggesting platform users associate production quality with commercial manipulation rather than genuine documentation.
Critical Gaps: Photography and digital storytelling research extensively documents visual narrative techniques [
84,
113,
115] and transmedia approaches [
114] yet inadequately addresses how platform-native formats compromise cultural context preservation. Studies recognize photographic influence on destination perceptions [
100,
101,
102] and mobile authenticity preferences [
93,
95] but lack frameworks for maintaining narrative integrity when algorithm optimization demands content fragmentation into platform-specific formats.
Photography serves as the primary documentation tool for cultural heritage sites, influencing destination perceptions and tourist behavioral intentions through visual representation strategies. However, social media distribution mechanisms can decontextualize cultural imagery, separating visual elements from their environmental and social contexts essential for authentic heritage transmission. This cluster contributes to the digital authenticity framework by establishing photography and storytelling as the integration component that synthesizes authentic cultural inputs with platform process requirements to create meaningful digital heritage experiences. The framework connection positions visual narrative construction as the critical mechanism that determines whether authentic cultural contexts successfully translate into platform-mediated outputs that maintain heritage integrity while engaging contemporary digital audiences through culturally appropriate visual communication strategies.