Matches in SemOpenAlex for { <https://semopenalex.org/work/W3131013500> ?p ?o ?g. }
- W3131013500 endingPage "717" @default.
- W3131013500 startingPage "701" @default.
- W3131013500 abstract "With the increasing amount of information on the internet, recommendation system (RS) has been utilized in a variety of fields as an efficient tool to overcome information overload. In recent years, the application of RS for health has become a growing research topic due to its tremendous advantages in providing appropriate recommendations and helping people make the right decisions relating to their health. This paper aims at presenting a comprehensive review of typical recommendation techniques and their applications in the field of healthcare. More concretely, an overview is provided on three famous recommendation techniques, namely, content-based, collaborative filtering (CF)-based, and hybrid methods. Next, we provide a snapshot of five application scenarios about health RS, which are dietary recommendation, lifestyle recommendation, training recommendation, decision-making for patients and physicians, and disease-related prediction. Finally, some key challenges are given with clear justifications to this new and booming field." @default.
- W3131013500 created "2021-03-01" @default.
- W3131013500 creator A5017743340 @default.
- W3131013500 creator A5035358476 @default.
- W3131013500 creator A5048831651 @default.
- W3131013500 creator A5083805375 @default.
- W3131013500 date "2021-04-01" @default.
- W3131013500 modified "2023-10-18" @default.
- W3131013500 title "An Overview of Recommendation Techniques and Their Applications in Healthcare" @default.
- W3131013500 cites W1412447802 @default.
- W3131013500 cites W1502375784 @default.
- W3131013500 cites W1530276735 @default.
- W3131013500 cites W1720514416 @default.
- W3131013500 cites W1902027874 @default.
- W3131013500 cites W1961961749 @default.
- W3131013500 cites W1971420153 @default.
- W3131013500 cites W1982895893 @default.
- W3131013500 cites W1994389483 @default.
- W3131013500 cites W1999627569 @default.
- W3131013500 cites W2013169691 @default.
- W3131013500 cites W2018571751 @default.
- W3131013500 cites W2019878817 @default.
- W3131013500 cites W2022613648 @default.
- W3131013500 cites W2024298521 @default.
- W3131013500 cites W2025768430 @default.
- W3131013500 cites W2030484290 @default.
- W3131013500 cites W2039353346 @default.
- W3131013500 cites W2042203976 @default.
- W3131013500 cites W2042281163 @default.
- W3131013500 cites W2045882407 @default.
- W3131013500 cites W2057932305 @default.
- W3131013500 cites W2060731692 @default.
- W3131013500 cites W2069870183 @default.
- W3131013500 cites W2080320419 @default.
- W3131013500 cites W2083153244 @default.
- W3131013500 cites W2091381870 @default.
- W3131013500 cites W2092998628 @default.
- W3131013500 cites W2112420033 @default.
- W3131013500 cites W2113273124 @default.
- W3131013500 cites W2116206254 @default.
- W3131013500 cites W2119523409 @default.
- W3131013500 cites W2129762364 @default.
- W3131013500 cites W2150886314 @default.
- W3131013500 cites W2156227868 @default.
- W3131013500 cites W2161984370 @default.
- W3131013500 cites W2164646033 @default.
- W3131013500 cites W2167657841 @default.
- W3131013500 cites W2171960770 @default.
- W3131013500 cites W2253995343 @default.
- W3131013500 cites W2338447355 @default.
- W3131013500 cites W2395452101 @default.
- W3131013500 cites W2422675628 @default.
- W3131013500 cites W2469952266 @default.
- W3131013500 cites W2480947823 @default.
- W3131013500 cites W2511264801 @default.
- W3131013500 cites W2514308843 @default.
- W3131013500 cites W2515144511 @default.
- W3131013500 cites W2540844077 @default.
- W3131013500 cites W2547411571 @default.
- W3131013500 cites W2560821865 @default.
- W3131013500 cites W2569318238 @default.
- W3131013500 cites W2575006718 @default.
- W3131013500 cites W2605350416 @default.
- W3131013500 cites W2606637053 @default.
- W3131013500 cites W2608069546 @default.
- W3131013500 cites W2612388534 @default.
- W3131013500 cites W2725606191 @default.
- W3131013500 cites W2728872568 @default.
- W3131013500 cites W2735318356 @default.
- W3131013500 cites W2740920897 @default.
- W3131013500 cites W2746802933 @default.
- W3131013500 cites W2752505552 @default.
- W3131013500 cites W2792984424 @default.
- W3131013500 cites W2798424783 @default.
- W3131013500 cites W2809307135 @default.
- W3131013500 cites W281665770 @default.
- W3131013500 cites W2887183215 @default.
- W3131013500 cites W2891837572 @default.
- W3131013500 cites W2898658722 @default.
- W3131013500 cites W2901144993 @default.
- W3131013500 cites W2907017794 @default.
- W3131013500 cites W2907039237 @default.
- W3131013500 cites W2908142178 @default.
- W3131013500 cites W2912258029 @default.
- W3131013500 cites W2919538836 @default.
- W3131013500 cites W2924178503 @default.
- W3131013500 cites W2928382658 @default.
- W3131013500 cites W2945681208 @default.
- W3131013500 cites W2948178128 @default.
- W3131013500 cites W2955317464 @default.
- W3131013500 cites W2963358003 @default.
- W3131013500 cites W2965822713 @default.
- W3131013500 cites W2967005398 @default.
- W3131013500 cites W2969465064 @default.
- W3131013500 cites W2972541642 @default.
- W3131013500 cites W2984010107 @default.
- W3131013500 cites W2984128301 @default.
- W3131013500 cites W2996967608 @default.