pith. sign in

arxiv: 2604.19088 · v1 · submitted 2026-04-21 · 💻 cs.HC

Cultural Newcomers Dining Across Borders: Need-Based Design Envision of Mixed Media Integration in MR for Foreign Menu Understanding and Ordering

Ying Zhang , Daoxin Chen This is my paper

Pith reviewed 2026-05-10 02:37 UTC · model grok-4.3

classification 💻 cs.HC
keywords cultural newcomersmixed mediamenu orderingmixed realityparticipatory designuser needsdining barriers
0
0 comments X p. Extension

The pith

Interviews and design sessions yield four dimensions for a mixed-media assistant that eases foreign menu ordering for cultural newcomers.

A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.

Cultural newcomers often face cognitive barriers and anxiety when trying to order food in restaurants outside their own culture because of unfamiliar terms and presentation styles. The paper reports on interviews with thirteen such users plus one participatory design session that immersed them in a simulated restaurant setting. From the resulting qualitative data, the authors outline a mixed-media ordering assistant that combines images, video, and 3D models. The assistant is structured along four explicit dimensions so that information delivery matches what users say they need. A reader would care because the work translates observed everyday difficulties into concrete design guidance that could make routine social activities less stressful.

Core claim

Based on qualitative analysis of participants' needs and expectations, the mixed media ordering assistant is conceptualized across 4 key dimensions: Key Features, User interaction, Media hierarchy, and Information presentation, with the objective of alleviating cultural barrier, linguistic barrier, cognitive load and improving the dining experience for CNs.

What carries the argument

The four design dimensions—Key Features, User interaction, Media hierarchy, and Information presentation—that organize the proposed mixed-media ordering assistant and integrate images, videos, and 3D models to match user-reported needs.

Load-bearing premise

The study assumes that needs gathered from thirteen interviews and one design session are enough to create design dimensions that will actually reduce barriers when cultural newcomers order in real restaurants.

What would settle it

A controlled field trial in which cultural newcomers order meals in an actual foreign restaurant using a prototype built from the four dimensions and then report lower anxiety and higher menu comprehension than when using standard translation apps.

Figures

Figures reproduced from arXiv: 2604.19088 by Daoxin Chen, Ying Zhang.

Figure 1
Figure 1. Figure 1: Cognitive Load Theory (Frederick Reif) [PITH_FULL_IMAGE:figures/full_fig_p002_1.png] view at source ↗
Figure 2
Figure 2. Figure 2: Informational Media and CNs’ Challenges impact [PITH_FULL_IMAGE:figures/full_fig_p002_2.png] view at source ↗
Figure 3
Figure 3. Figure 3: Study Design Diagram [PITH_FULL_IMAGE:figures/full_fig_p005_3.png] view at source ↗
Figure 4
Figure 4. Figure 4: Media integrated in the immersive experiment, from left to right: Image, Video, 3D Model [PITH_FULL_IMAGE:figures/full_fig_p005_4.png] view at source ↗
Figure 5
Figure 5. Figure 5: Participatory Design Brainstorming Board [PITH_FULL_IMAGE:figures/full_fig_p006_5.png] view at source ↗
read the original abstract

Cultural newcomers (CNs), including new immigrants and international students, often encounter cognitive barriers and social anxiety, exacerbated by unfamiliar cultural terminology in daily interactions. This research examines these challenges in the context of ordering in foreign restaurants. Current translation tools have significant limitations in their information delivery with current media presentation methods. This research investigates the challenges and needs of CNs in ordering scenarios in a foreign restaurant through interview sessions (N = 13) and explored their expectation of mixed media integration (Image, Video, 3D Model) through a participatory design session that featured an immersive restaurant experience to support brainstorming. Based on qualitative analysis of participants' needs and expectations, the mixed media ordering assistant is conceptualized across 4 key dimensions: Key Features, User interaction, Media hierarchy, and Information presentation, with the objective of alleviating cultural barrier, linguistic barrier, cognitive load and improving the dining experience for CNs.

Editorial analysis

A structured set of objections, weighed in public.

Desk editor's note, referee report, simulated authors' rebuttal, and a circularity audit. Tearing a paper down is the easy half of reading it; the pith above is the substance, this is the friction.

Referee Report

2 major / 2 minor

Summary. The manuscript reports a qualitative study consisting of semi-structured interviews with 13 cultural newcomers (new immigrants and international students) to surface challenges in ordering at foreign restaurants, followed by a single participatory design session that used an immersive restaurant experience to elicit expectations for mixed-media (image, video, 3D model) integration in MR. From the resulting data the authors synthesize four design dimensions—Key Features, User Interaction, Media Hierarchy, and Information Presentation—for a mixed-media ordering assistant whose stated objective is to reduce cultural and linguistic barriers, cognitive load, and improve the dining experience.

Significance. If the dimensions are accepted as a faithful synthesis of the collected needs, the work supplies a concrete, need-based starting point for MR design research aimed at everyday cultural-integration scenarios. The participatory-design protocol and the explicit inclusion of multiple media types constitute a methodological strength that distinguishes the contribution from purely interview-based studies. The modest sample and absence of quantitative validation or external testing mean the dimensions function best as hypotheses for subsequent design and evaluation work rather than as immediately generalizable guidelines.

major comments (2)
  1. [Methodology] Methodology section: the qualitative analysis procedure (thematic coding, how participant statements were aggregated into the four dimensions, any reliability checks) is described only at a high level. Without these details it is difficult to assess whether the mapping from the 13 interviews plus one participatory session to the specific dimensions is reproducible or whether alternative groupings were considered.
  2. [Design Dimensions] Design Dimensions section: the four dimensions are presented as direct outcomes of the data, yet the manuscript does not provide a traceable mapping (e.g., representative quotes or session artifacts linked to each dimension). This weakens the claim that the dimensions are need-based rather than author-interpreted abstractions.
minor comments (2)
  1. [Abstract] Abstract and Introduction: demographic details of the 13 participants (e.g., proportion of new immigrants vs. international students, length of residence, language proficiency) are not reported, limiting readers' ability to judge transferability.
  2. [Introduction] Throughout: the term 'mixed media ordering assistant' and the precise MR hardware/software envisioned are introduced without an early operational definition or diagram, which would help readers understand the scope of the proposed integration.

Simulated Author's Rebuttal

2 responses · 0 unresolved

We thank the referee for the constructive feedback and positive assessment of our work. We address each major comment below and will revise the manuscript to improve transparency.

read point-by-point responses

  1. Referee: [Methodology] Methodology section: the qualitative analysis procedure (thematic coding, how participant statements were aggregated into the four dimensions, any reliability checks) is described only at a high level. Without these details it is difficult to assess whether the mapping from the 13 interviews plus one participatory session to the specific dimensions is reproducible or whether alternative groupings were considered.

    Authors: We agree that the qualitative analysis was described at a high level. In the revised manuscript, we will expand the Methodology section with a detailed account of the thematic coding process, the steps used to aggregate statements from the 13 interviews and the participatory design session into the four dimensions, and any reliability checks (such as inter-coder agreement procedures) that were performed. This will allow readers to better evaluate reproducibility and the rationale for the chosen groupings. revision: yes

  2. Referee: [Design Dimensions] Design Dimensions section: the four dimensions are presented as direct outcomes of the data, yet the manuscript does not provide a traceable mapping (e.g., representative quotes or session artifacts linked to each dimension). This weakens the claim that the dimensions are need-based rather than author-interpreted abstractions.

    Authors: We acknowledge that explicit traceability would strengthen the presentation. We will revise the Design Dimensions section to include representative quotes from the interviews and relevant artifacts or observations from the participatory design session, with clear links to each dimension (Key Features, User Interaction, Media Hierarchy, and Information Presentation). This will better demonstrate the data-driven origins of the framework. revision: yes

Circularity Check

0 steps flagged

No significant circularity

full rationale

The paper reports a qualitative design study deriving four conceptual dimensions (Key Features, User interaction, Media hierarchy, Information presentation) directly from thematic analysis of 13 interviews and one participatory design session. No equations, fitted parameters, predictions, or self-citations appear in the derivation chain; the output is presented as a synthesis of participant data within the stated exploratory scope. This is a standard self-contained design-research contribution with no load-bearing reductions to inputs by construction.

Axiom & Free-Parameter Ledger

0 free parameters · 0 axioms · 0 invented entities

The study is qualitative design research and introduces no free parameters, mathematical axioms, or invented entities; the four design dimensions are presented as emergent from user feedback rather than postulated constructs.

pith-pipeline@v0.9.0 · 5458 in / 1232 out tokens · 41514 ms · 2026-05-10T02:37:46.649216+00:00 · methodology

discussion (0)

Sign in with ORCID, Apple, or X to comment. Anyone can read and Pith papers without signing in.

Reference graph

Works this paper leans on

23 extracted references · 12 canonical work pages

  1. [1]

    Yong-Yeol Ahn, Sebastian Ahnert, James Bagrow, et al. 2011. Flavor Network and the Principles of Food Pairing.Scientific Reports1 (2011), 196. https://doi. org/10.1038/srep00196

    work page doi:10.1038/srep00196 2011

  2. [2]

    Jialin Deng, Ferran Altarriba Bertran, Marianna Obrist, Yan Wang, Florian ‘Floyd’ Mueller, and Carlos Velasco. 2023. Sketching the future of human-food interaction: Emerging directions for future practice.International Journal of Gastronomy and Food Science31 (2023), 100629. https://doi.org/10.1016/j.ijgfs.2022.100629

    work page doi:10.1016/j.ijgfs.2022.100629 2023

  3. [3]

    1998.Memory for Actions

    Johannes Engelkamp. 1998.Memory for Actions. Psychology Press, East Sussex, UK

    1998

  4. [4]

    S. L. Frank. 2021. Toward Computational Models of Multilingual Sentence Pro- cessing.Language Learning71, Suppl 1 (2021), 193–218. https://doi.org/10.1111/ lang.12406

    2021

  5. [5]

    Feham Ghalib, Asmah Saud, Radhwa Bakar, Wan Mustafa, and Rafidah Abdullah

  6. [6]

    https://doi.org/10.37934/ araset.57.2.204219

    The Implementation of Augmented Reality for Vocabulary Teaching and Learning: A Systematic Review.Journal of Advanced Research in Applied Sciences and Engineering Technology57 (10 2024), 204–219. https://doi.org/10.37934/ araset.57.2.204219

    2024

  7. [7]

    2019.Cognitive Dissonance: Reexamining a Pivotal Theory in Psychology(2 ed.)

    Eddie Harmon-Jones (Ed.). 2019.Cognitive Dissonance: Reexamining a Pivotal Theory in Psychology(2 ed.). American Psychological Association, Washington, DC. https://doi.org/10.1037/0000135-000

    work page doi:10.1037/0000135-000 2019

  8. [8]

    Hofmann, Anu Asnaani, and Devon E

    Stefan G. Hofmann, Anu Asnaani, and Devon E. Hinton. 2010. Cultural aspects in social anxiety and social anxiety disorder.Depression and Anxiety27, 12 (2010), 1117–1127. https://doi.org/10.1002/da.20759

    work page doi:10.1002/da.20759 2010

  9. [9]

    Huk and S

    T. Huk and S. Ludwigs. 2009. Combining cognitive and affective support in order to promote learning.Learning and Instruction19, 6 (2009), 495–505. https: //doi.org/10.1016/j.learninstruc.2008.09.001

    work page doi:10.1016/j.learninstruc.2008.09.001 2009

  10. [10]

    A. W. Ismail and F. E. Fadzli. 2024. XR-Menu: Food Ordering System. InPro- ceedings of the 9th International Conference on Information, Communication and Computing Technology, Gerhard-Wilhelm Weber and Others (Eds.). Springer, New Delhi, India, 110–122

    2024

  11. [11]

    A. W. Ismail and F. E. Fadzli. 2025. XR-Menu: Food Ordering System in Extended Reality Application. InInformation, Communication and Computing Technology (Communications in Computer and Information Science, Vol. 2131), G. W. Weber, J. F. Martinez Trinidad, M. Sheng, R. Ramachand, L. Kharb, and D. Chahal (Eds.). Springer, Cham, Chapter 9. https://doi.org/1...

    work page doi:10.1007/978-3-031-72483-1_9 2025

  12. [12]

    Richard E. Mayer. 2001.Multimedia Learning. Cambridge University Press, Cambridge

    2001

  13. [13]

    Jeroen J. G. Van Merrienboer and John Sweller. 2005. Cognitive Load Theory and Complex Learning: Recent Developments and Future Directions.Educational Psychology Review17, 2 (2005), 147–177. https://doi.org/10.1007/s10648-005- 3951-0

    work page doi:10.1007/s10648-005- 2005

  14. [14]

    A. Peng. 2015. Translating Dish Names: Food Cultural Representation in Hong Lou Meng.Open Access Library Journal2 (2015), 1–11. https://doi.org/10.4236/ oalib.1101316

    2015

  15. [15]

    2010.Applying Cognitive Science to Education: Thinking and Learning in Scientific and Other Complex Domains

    Frederick Reif. 2010.Applying Cognitive Science to Education: Thinking and Learning in Scientific and Other Complex Domains. The MIT Press, Cambridge, MA. 490 pages

    2010

  16. [16]

    Dina Sabie, Hala Sheta, Hasan Shahid Ferdous, Vannie Kopalakrishnan, and Syed Ishtiaque Ahmed. 2023. Be Our Guest: Intercultural Heritage Exchange through Augmented Reality (AR). InProceedings of the 2023 CHI Conference on Human Factors in Computing Systems(Hamburg, Germany)(CHI ’23). Association for Computing Machinery, New York, NY, USA, Article 510, 15...

    work page doi:10.1145/3544548.3581005 2023

  17. [17]

    Anirudh Seetharam, Tarun Kumar, Harshit Gupta, and Deval Karia. 2023. A Web-based AR Solution for Restaurant Menus to Reduce Food Waste. In2023 Global Conference on Information Technologies and Communications (GCITC). IEEE, Bangalore, India, 1–9. https://doi.org/10.1109/GCITC60406.2023.10426326

    work page doi:10.1109/gcitc60406.2023.10426326 2023

  18. [18]

    2023.Number of international students in the U.S

    Statista. 2023.Number of international students in the U.S. 2022/23. Retrieved April 17, 2026 from https://www.statista.com/statistics/237681/international-students- in-the-us/

    2023

  19. [19]

    John Sweller and Paul Chandler. 1991. Evidence for Cognitive Load Theory. Cognition and Instruction8, 4 (1991), 351–362

    1991

  20. [20]

    Carlos Velasco, Francisco Barbosa Escobar, Olivier Petit, and Qian Janice Wang

  21. [21]

    https://doi.org/10.3389/fcomp.2021.716846

    Impossible (Food) Experiences in Extended Reality.Frontiers in Computer Science3 (2021), 716846. https://doi.org/10.3389/fcomp.2021.716846

    work page doi:10.3389/fcomp.2021.716846 2021

  22. [22]

    Jun Wei, Xuan Wang, Roshan Lalintha Peiris, Yongsoon Choi, Xavier Roman Martinez, Remi Tache, Jeffrey Tzu Kwan Valino Koh, Veronica Halupka, and Adrian David Cheok. 2011. CoDine: an interactive multi-sensory system for remote dining. InProceedings of the 13th International Conference on Ubiquitous Computing(Beijing, China)(UbiComp ’11). Association for Co...

    work page doi:10.1145/2030112.2030116 2011

  23. [23]

    Robert Zheng, Matthew McAlack, Barbara Wilmes, Patty Kohler-Evans, and Jacquee Williamson. 2009. Effects of Multimedia on Cognitive Load, Self-Efficacy, and Multiple Rule-Based Problem Solving.British Journal of Educational Technol- ogy40, 5 (2009), 790–803. https://doi.org/10.1111/j.1467-8535.2008.00859.x

    work page doi:10.1111/j.1467-8535.2008.00859.x 2009