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Record W4319439246 · doi:10.1051/itmconf/20235105003

The Implementation of Integrated Multichannel Services in the Hospitality Sector in Vietnam

2023· article· en· W4319439246 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueITM Web of Conferences · 2023
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicConsumer Retail Behavior Studies
Canadian institutionsUniversité du Québec à Trois-Rivières
Fundersnot available
KeywordsHospitalityBusinessMarketingTourismContext (archaeology)Hospitality industryService (business)Channel (broadcasting)Promotion (chess)Service providerExploratory researchTelecommunicationsEngineering

Abstract

fetched live from OpenAlex

The research streams on multichannel integration (MCI) in the hospitality sector recently caught the attention of academics and practitioners. However, knowledge and understanding of integrated multichannel services are still unfamiliar to enterprises, especially small and medium-sized enterprises (SMEs) and enterprises in developing countries like Vietnam. Since this topic is limitedly exploited in the hospitality industry, the paper explores the opportunities and challenges for implementing integrated multichannel services in the hospitality sector in Vietnam based on the service science perspective. In the context of emerging digital technology and changing consumer behaviour today, an exploratory study on integrated multichannel services of hotels was conducted on eight hotel managers, eight online travel agencies (OTA), and sixteen domestic tourists. The results show the variety of channels of hotels can reach customers thanks to integrated multichannel services. However, the current situation of channel integration (between the direct and the indirect channel of the hotel through online travel intermediaries) is currently inconsistent. For this reason, challenges related to integrated services, promotion and price, and information access in the channel integration of the selected hotels have been explored. Since then, several solutions are suggested to accelerate MCI in the hospitality sector to stimulate demand for domestic tourism.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.110
Threshold uncertainty score0.991

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.036
GPT teacher head0.300
Teacher spread0.264 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it