NDLI logo
  • Content
  • Similar Resources
  • Metadata
  • Cite This
  • Log-in
  • Fullscreen
Log-in
Do not have an account? Register Now
Forgot your password? Account recovery
  1. Proceedings of the 9th Workshop on Multimedia for Cooking and Eating Activities in conjunction with The 2017 International Joint Conference on Artificial Intelligence (CEA2017)
  2. Prediction of Individual Eating Habits Using Short-Term Food Recording
Loading...

Please wait, while we are loading the content...

Estimation of the Attractiveness of Food Photography Focusing on Main Ingredients
Concurrence of Word Concepts in Cooking Recipe Search
Approaches to Food/Non-food Image Classification Using Deep Learning in Cookpad
A Comparison of Cooking Recipe Named Entities between Japanese and English
Discovering New Creative Mixtures of Cooking Ingredients
Learning Food Appearance by a Supervision with Recipe Text
Multilingualization of Restaurant Menu by Analogical Description
Prediction of Individual Eating Habits Using Short-Term Food Recording
Calculating Cooking Recipe's Difficulty based on Cooking Activities
Method for Detecting Near-duplicate Recipe Creators Based on Cooking Instructions and Food Images

Similar Documents

...
Predicting the Performance of Collaborative Filtering Algorithms

Article

...
Retargeted matrix factorization for collaborative filtering

Article

...
Fast nonparametric matrix factorization for large-scale collaborative filtering

Article

...
SoRec: social recommendation using probabilistic matrix factorization

Article

...
Predicting web service QoS via matrix-factorization-based collaborative filtering under non-negativity constraint

Article

...
Semi-nonnegative matrix factorization with global statistical consistency for collaborative filtering

Article

...
Differentially Private Matrix Factorization using Sketching Techniques

Article

...
A Movie Rating Prediction Algorithm with Collaborative Filtering

Article

...
Maximum margin matrix factorization for code recommendation

Article

Prediction of Individual Eating Habits Using Short-Term Food Recording

Content Provider ACM Digital Library
Author Aizawa, Kiyoharu Tsubakida, Akihiro Amano, Sosuke Ogawa, Makoto
Abstract In order to maintain and improve health, it is very important to grasp one's eating habits in his/her everyday life. Ideally, individual long-term food recording is preferred to make health suggestion about eating. However, it is not easy for an individual to continuously record his/her dishes in the long term. It would be beneficial to predict one's eating habits only by his/her short-term food recording. In this paper, we propose a method to predict individual eating habits only by short-term recording. We make use of personal food recording data and methodologies of recommendation such as collaborative filtering and evaluating the accuracy of prediction. In experiments using various terms of recording, we are able to achieve an accuracy of more than 70% for details about food dishes, and more than 90% in a food category using seven days of food recording.
Starting Page 45
Ending Page 48
Page Count 4
File Format PDF
ISBN 9781450352673
DOI 10.1145/3106668.3106679
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2017-08-20
Publisher Place New York
Access Restriction Subscribed
Subject Keyword Eating habits Collaborative filtering Food recording Matrix factorization Food
Content Type Text
Resource Type Article
  • About
  • Disclaimer
  • Feedback
  • Sponsor
  • Contact
  • Chat with Us
About National Digital Library of India (NDLI)
NDLI logo

National Digital Library of India (NDLI) is a virtual repository of learning resources which is not just a repository with search/browse facilities but provides a host of services for the learner community. It is sponsored and mentored by Ministry of Education, Government of India, through its National Mission on Education through Information and Communication Technology (NMEICT). Filtered and federated searching is employed to facilitate focused searching so that learners can find the right resource with least effort and in minimum time. NDLI provides user group-specific services such as Examination Preparatory for School and College students and job aspirants. Services for Researchers and general learners are also provided. NDLI is designed to hold content of any language and provides interface support for 10 most widely used Indian languages. It is built to provide support for all academic levels including researchers and life-long learners, all disciplines, all popular forms of access devices and differently-abled learners. It is designed to enable people to learn and prepare from best practices from all over the world and to facilitate researchers to perform inter-linked exploration from multiple sources. It is developed, operated and maintained from Indian Institute of Technology Kharagpur.

Learn more about this project from here.

Disclaimer

NDLI is a conglomeration of freely available or institutionally contributed or donated or publisher managed contents. Almost all these contents are hosted and accessed from respective sources. The responsibility for authenticity, relevance, completeness, accuracy, reliability and suitability of these contents rests with the respective organization and NDLI has no responsibility or liability for these. Every effort is made to keep the NDLI portal up and running smoothly unless there are some unavoidable technical issues.

Feedback

Sponsor

Ministry of Education, through its National Mission on Education through Information and Communication Technology (NMEICT), has sponsored and funded the National Digital Library of India (NDLI) project.

Contact National Digital Library of India
Central Library (ISO-9001:2015 Certified)
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal, India | PIN - 721302
See location in the Map
03222 282435
Mail: support@ndl.gov.in
Sl. Authority Responsibilities Communication Details
1 Ministry of Education (GoI),
Department of Higher Education
Sanctioning Authority https://www.education.gov.in/ict-initiatives
2 Indian Institute of Technology Kharagpur Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project https://www.iitkgp.ac.in
3 National Digital Library of India Office, Indian Institute of Technology Kharagpur The administrative and infrastructural headquarters of the project Dr. B. Sutradhar  bsutra@ndl.gov.in
4 Project PI / Joint PI Principal Investigator and Joint Principal Investigators of the project Dr. B. Sutradhar  bsutra@ndl.gov.in
Prof. Saswat Chakrabarti  will be added soon
5 Website/Portal (Helpdesk) Queries regarding NDLI and its services support@ndl.gov.in
6 Contents and Copyright Issues Queries related to content curation and copyright issues content@ndl.gov.in
7 National Digital Library of India Club (NDLI Club) Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach clubsupport@ndl.gov.in
8 Digital Preservation Centre (DPC) Assistance with digitizing and archiving copyright-free printed books dpc@ndl.gov.in
9 IDR Setup or Support Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops idr@ndl.gov.in
I will try my best to help you...
Cite this Content
Loading...