Ubiquitous fridge with natural language interaction

Using IoT and AI to replenish household food supplies: A systematic review

“…Ferrero et al [22] 2019 Google Firebase Khan et al [41] 2019 Google Firebase Ringe et al [72] 2019 X Dong et al [18] 2020 Ubidots dashboard and database Kore et al [45] 2020 API Mallikarjun et al [52] 2020 Google Firebase Nagarajua et al [59] 2020 API Velasco et al [86] 2020 Cloud Server Chakilam et al [13] 2021 Google AI and Google Cloud Che Soh et al [14] 2021 Ubidots dashboard and database Jain et al [36] 2021 Google Firebase Nadar et al [58] 2021 X Sane et al [76] 2021 X ing, and 8) an external interface that allows the IoT platform to be expandable and to be monitored from a mobile device. Different IoT platforms use different systems, as shown in Table 14.…”

“…Jain et al [36] 2021 HX711 Nadar et al [58] 2021 HX711 Sane et al [76] 2021 X Nejakar et al [63] 2022 HX711 [62] 2011 X Rouillard [73] 2012 X Kaldeli et al [38] 2013 X Gürüler [30] 2015 X Kale et al [39] 2015 X Panchal et al [67] 2015 X Esmaeili [5] 2017 X Hafidh et al [32] 2017 X Bayya [9] 2019 X Shariff et al [78] 2019 X Das et al [16] 2020 X Datey [17] 2021 X Jaipriya et al [37] 2021 X Krishnamoorthy et al [46] 2021 X [44] 2011 X Hou et al [35] 2013 X Kaldeli et al [38] 2013 X Son et al [82] 2014 X Osisanwo et al [65] 2015 X Calegari et al [12] 2016 X Floarea et al [23] 2016 X Hachani et al [31] 2016 UHF Esmaeili [5] 2017 X Qiao et al [70] 2017 X Shama et al [77] 2017 X Anand et al [6] 2018 X Hossain et al [34] 2018 X Abdel-Basset et al [2] 2019 X Bayya [9] 2019 X Ferrero et al [22] 2019 X Shariff et al [78] 2019 X Mohammad et al [56] 2020 X Jaipriya et al [37] 2021 X Nejakar et al [63] 2022 X [73] 2012 X Hou et al [35] 2013 X Edward et al [19] 2017 X Hossain et al [34] 2018 X A...…”

“…Calegari et al [12] 2016 X Hachani et al [31] 2016 X Kwon et al [47] 2016 X Edward et al [19] 2017 X Qiao et al [70] 2017 Intelligent terminal Shama et al [77] 2017 X Wu et al [89] 2017 X Fujiwara et al [24] 2018 X Hossain et al [34] 2018 C Nasir et al [61] 2018 PushBullet Rezwan et al [71] 2018 X Ahmed and Rajesh [4] 2019 As User Interface Barfeh et al [8] 2019 Android Ferrero et al [22] 2019 For Voice interaction using Google Assistant SDK Narayan et al [60] 2019 X Ringe et al [72] 2019 Android Abd Elminam et al [1] 2020 X Avinash et al [7] 2020 X Das et al [16] 2020 X Kore et al [45] 2020 X Mallikarjun et al [52] 2020 X Saha et al [74] 2020 X Velasco et al [86] 2020 Android application Datey [17] 2021 X Gupta et al [28] 2021 X Jain et al [36] 2021 Used for monitoring and shopping Krishnamoorthy et al [46] 2021 X Nadar et al [58] 2021 X Sane et al [76] 2021 X Sharma et al [80] 2021 X Nejakar et al [63] 2022 X…”

Social acceptability of radical food innovations

“…The function of keeping track of use-by dates is (for about 20 years already) a technological challenge that requires food to communicate use-by dates to the fridge. This can either be by unique barcodes that report use-by dates (Keluskar, no date) or Radio-frequency identification (RFID) that transmit these use-by dates (Ferrero, Vakili, Giusto, Guerrera, & Randazzo, 2019).…”

Using Co-Design to Explore New Trends in Future Kitchen Designs: An Exploratory Workshop Study of College Students in China

“…With the progress of technology, the way we interact with the kitchen environment is constantly changing. Contemporary kitchens are equipped with a variety of intelligent kitchen appliances, which are controlled by new interaction modes such as voice, gaze, and gesture control [ 29 , 30 ]. Using these new technologies and interaction modalities has made the kitchen more convenient, accessible, and usable, helping users complete complicated tasks.…”