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Temporality in Online Food Recipe Consumption and Production

Published: 18 May 2015 Publication History

Abstract

In this paper, we present work-in-progress of a recently started research effort that aims at understanding the hidden temporal dynamics in online food communities. In this context, we have mined and analyzed temporal patterns in terms of recipe production and consumption in a large German community platform. As our preliminary results reveal, there are indeed a range of hidden temporal patterns in terms of food preferences and in particular in consumption and production. We believe that this kind of research can be important for future work in personalized Web-based information access and in particular recommender systems.

References

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S. Abbar, Y. Mejova, and I. Weber. You tweet what you eat: Studying food consumption through twitter. In Proc. of CHI'15, 2015.
[2]
P. G. Campos, F. Dıez, and I. Cantador. Time-aware recommender systems: A comprehensive survey and analysis of existing evaluation protocols. UMUAI, 24(1--2):67--119, 2014.
[3]
M. Trevisiol, L. Chiarandini, and R. Baeza-Yates. Buon appetito-recommending personalized menus. In Proc. of HT'14, 2014.
[4]
C. Wagner, P. Singer, and M. Strohmaier. The nature and evolution of online food preferences. EPJ Data Science, 3(1):1--22, 2014.
[5]
R. West, R. W. White, and E. Horvitz. From cookies to cooks: Insights on dietary patterns via analysis of web usage logs. In Proc. of WWW'13, 2013.

Cited By

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  • (2023)Understanding and predicting cross-cultural food preferences with online recipe imagesInformation Processing & Management10.1016/j.ipm.2023.10344360:5(103443)Online publication date: Sep-2023
  • (2022)An attention-based convolutional neural network for recipe recommendationExpert Systems with Applications10.1016/j.eswa.2022.116979201(116979)Online publication date: Sep-2022
  • (2021)Market2Dish: Health-aware Food RecommendationACM Transactions on Multimedia Computing, Communications, and Applications10.1145/341821117:1(1-19)Online publication date: 16-Apr-2021
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      cover image ACM Other conferences
      WWW '15 Companion: Proceedings of the 24th International Conference on World Wide Web
      May 2015
      1602 pages
      ISBN:9781450334730
      DOI:10.1145/2740908
      Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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      • IW3C2: International World Wide Web Conference Committee

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      Association for Computing Machinery

      New York, NY, United States

      Publication History

      Published: 18 May 2015

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      Author Tags

      1. communities
      2. food
      3. temporal aspects
      4. user preferences

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      WWW '15
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      • IW3C2

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      Overall Acceptance Rate 1,899 of 8,196 submissions, 23%

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      Cited By

      View all
      • (2023)Understanding and predicting cross-cultural food preferences with online recipe imagesInformation Processing & Management10.1016/j.ipm.2023.10344360:5(103443)Online publication date: Sep-2023
      • (2022)An attention-based convolutional neural network for recipe recommendationExpert Systems with Applications10.1016/j.eswa.2022.116979201(116979)Online publication date: Sep-2022
      • (2021)Market2Dish: Health-aware Food RecommendationACM Transactions on Multimedia Computing, Communications, and Applications10.1145/341821117:1(1-19)Online publication date: 16-Apr-2021
      • (2021)Mapping the digital food environment: A systematic scoping reviewObesity Reviews10.1111/obr.1335623:1Online publication date: 14-Sep-2021
      • (2021)Effects and challenges of using a nutrition assistance system: results of a long-term mixed-method studyUser Modeling and User-Adapted Interaction10.1007/s11257-021-09301-y32:5(923-975)Online publication date: 15-Oct-2021
      • (2020)Natural vs. Artificially Sweet Tweets: Characterizing Discussions of Non-nutritive Sweeteners on TwitterExplainable AI in Healthcare and Medicine10.1007/978-3-030-53352-6_16(179-185)Online publication date: 3-Nov-2020
      • (2019)Market2DishProceedings of the 27th ACM International Conference on Multimedia10.1145/3343031.3350594(2188-2190)Online publication date: 15-Oct-2019
      • (2019)Exploring Chinese Dietary Habits Using Recipes Extracted From WebsitesIEEE Access10.1109/ACCESS.2019.29005047(24354-24361)Online publication date: 2019
      • (2017)Social Monitoring for Public HealthSynthesis Lectures on Information Concepts, Retrieval, and Services10.2200/S00791ED1V01Y201707ICR0609:5(1-183)Online publication date: 31-Aug-2017
      • (2017)On the Relations Between Cooking Interests, Hobbies and Nutritional Values of Online RecipesAdjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization10.1145/3099023.3099072(59-64)Online publication date: 9-Jul-2017
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