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Application of Machine Learning in Google Services- A Case Study

Siji Jose Pulluparambil, Subrahmanya Bhat
2021 International journal of case studies in business, IT, and education  
The paper also tries to examine the various products of Google which apply ML, such as Google Maps, Gmail, Google Photos, Google Assistant, and review the algorithms used in each service.  ...  It assists people in discovering the content they are searching for, from the large repository of the World Wide Web.  ...  Smart Reply and Smart Compose introduced by Gmail also rely on machine learning and are great tools to save time while drafting e-mails [23] .  ... 
doi:10.47992/ijcsbe.2581.6942.0117 fatcat:lhy36r4qbzbfzltvchsb33fdzu

Application of Machine Learning in Google Services- A Case Study

Siji Jose Pulluparambil, Subrahmanya Bhat
2021 Zenodo  
The paper also tries to examine the various products of Google which apply ML, such as Google Maps, Gmail, Google Photos, Google Assistant, and review the algorithms used in each service.  ...  It assists people in discovering the content they are searching for, from the large repository of the World Wide Web.  ...  Smart Reply and Smart Compose introduced by Gmail also rely on machine learning and are great tools to save time while drafting e-mails [23] .  ... 
doi:10.5281/zenodo.5145505 fatcat:tcud6icnbnd2zffofpovgjgwea

The automated writing assistance landscape in 2021

Robert Dale, Jette Viethen
2021 Natural Language Engineering  
AbstractAutomated writing assistance – a category that encompasses a variety of computer-based tools that help with writing – has been around in one form or another for 60 years, although it's always been  ...  writing assistant'.  ...  ; https://www.cambridge.org/core/terms. https://doi.org/10.1017/S1351324921000164 at the time of writing, its current tagline was 'Compose bold, clear, mistake-free writing with Grammarly's AI-powered  ... 
doi:10.1017/s1351324921000164 fatcat:axo2ba3tonb77d2wvp3feclhuy

Natural language generation: The commercial state of the art in 2020

Robert Dale
2020 Natural Language Engineering  
predictions, 'allowing you to compose emails four times faster, with confidence'.  ...  This is what Google has done with Smart Compose, which tries to predict what you might say next as you type an email.  ... 
doi:10.1017/s135132492000025x fatcat:unv4wbbatvcbzgi4ou7nbdkn24

OUP accepted manuscript

2019 Journal of Computer-Mediated Communication  
These "smart replies," now part of Google's popular Gmail service, and "smart compose," in which Gmail suggests automatic completions for words and sentences, have introduced AI-MC to millions of conversations  ...  With AI capabilities, candidate faces can be morphed, in photographs or in real-time, to match voters' preferences.  ... 
doi:10.1093/jcmc/zmz022 fatcat:u75x525bdvf5jfk2gvcsvdkd2a

EFL Learners' Peer Negotiations and Attitudes in Mobile-assisted Collaborative Writing

Shiou-Wen Yeh, Cheng-Ting Chen
2019 Language Education & Assessment  
collaborative writing using a Google Docs app on an English writing course.  ...  2) What kinds of peer negotiation strategies do students use in online collaborative writing tasks? and 3) What are students' attitudes toward online collaborative writing tasks?  ...  ) in a mobile-assisted, collaborative writing context.  ... 
doi:10.29140/lea.v2n1.100 fatcat:wovfdtwiznhuzlqfrlz3llzg4q

Personalizing a Student Home Behaviour [chapter]

Luca Corcella, Marco Manca, Fabio Paternò
2017 Lecture Notes in Computer Science  
The Personalization Approach TARE has been developed in such a way that users can customize and adapt applications belonging to different domains, such as smart retail, ambient-assisted living, smart homes  ...  Most users seemed to perform better over time. Simple rules required less time. Task 8 took relatively long, probably because it was the first example where they had to compose two triggers.  ... 
doi:10.1007/978-3-319-58735-6_2 fatcat:dig4lb5qlrgi7glw5booq5zpzy

The SHAPES Smart Mirror Approach for Independent Living, Healthy and Active Ageing

Javier Dorado Chaparro, Jesus Fernandez-Bermejo Ruiz, Maria J. Santofimia Romero, Cristina Bolaños Peño, Luis Unzueta Irurtia, Meritxell Garcia Perea, Xavier del Toro Garcia, Felix J. Villanueva Molina, Sonja Grigoleit, Juan C. Lopez
2021 Sensors  
It can be concluded that the SHAPES smart mirror has the potential to contribute as a technological breakthrough to overcome the barriers that prevent older adults from engaging in the use of assistive  ...  This work proposes a hardware and software platform based on a smart mirror, which is equipped with a set of digital solutions whose main focus is to overcome older adults' reluctance to use technology  ...  The dashboard depicted in Figure 28 shows an example of real-time remote monitoring.  ... 
doi:10.3390/s21237938 pmid:34883942 fatcat:425cojgmzzalfbfbs42wbm2dia

Design and Implementation of Cloud Analytics-Assisted Smart Power Meters Considering Advanced Artificial Intelligence as Edge Analytics in Demand-Side Management for Smart Homes

Yung-Yao Chen, Yu-Hsiu Lin, Chia-Ching Kung, Ming-Han Chung, I-Hsuan Yen
2019 Sensors  
This implies that, for instance, IoT end devices deployed on-site for latency-sensitive user-centric IoT applications in DSM should be aware of immediately analytical, interpretable, and real-time actionable  ...  smart sensing infrastructure for smart homes.  ...  real-time actionable data insights at IoT sources.  ... 
doi:10.3390/s19092047 fatcat:67gghin62nh2dmuk6bgbqlucri

Leveraging Machine Learning and Big Data for Smart Buildings: A Comprehensive Survey [article]

Basheer Qolomany, Ala Al-Fuqaha, Ajay Gupta, Driss Benhaddou, Safaa Alwajidi, Junaid Qadir, Alvis C. Fong
2019 arXiv   pre-print
The massive streaming data generated and captured by smart building appliances and devices contains valuable information that needs to be mined to facilitate timely actions and better decision making.  ...  This survey also reviews the current trends and challenges faced in the development of smart building services.  ...  Smart technology in the SBs aims to collect real-time information on human daily activity and then learn of their personal patterns.  ... 
arXiv:1904.01460v2 fatcat:rz2gsyurkradlkqvfankw3zue4

Leveraging Machine Learning and Big Data for Smart Buildings: A Comprehensive Survey

Basheer Qolomany, Ala Al-Fuqaha, Ajay Gupta, Driss Benhaddou, Safaa Alwajidi, Junaid Qadir, Alvis C. Fong
2019 IEEE Access  
The massive streaming data generated and captured by smart building appliances and devices contain valuable information that needs to be mined to facilitate timely actions and better decision making.  ...  This survey also reviews the current trends and challenges faced in the development of smart building services.  ...  Smart technology in the SBs aims to collect real-time information on human daily activity and then learn of their personal patterns.  ... 
doi:10.1109/access.2019.2926642 fatcat:637wvzuezncn5noyfpfzx7w3ve

The End of Cyberspace and Other Surprises

Sue Thomas
2006 Convergence. The International Journal of Research into New Media Technologies  
It considers Alex Pang's research on the end of cyberspace and asks whether the 'new' of new media writing will have any meaning in a world that is updated by the microsecond every time there is fresh  ...  Key Words / blogjects / books / collective intelligence / end of cyberspace / everyware / internet of things / new media writing / spimes / Web 2.0 1 In 2005 O'Reilly Media launched MAKE, 'the first magazine  ...  Conceptually, Vannevar Bush was still tied to making a distinction between human and machine, a distinction that is increasingly fading today when, every time we use eBay or write a Gmail, we make a trade-off  ... 
doi:10.1177/1354856506068316 fatcat:r5grvbtgd5gdbkkjnt5kgi6ggu

Modeling, Simulation and Optimization of Power Plant Energy Sustainability for IoT Enabled Smart Cities Empowered With Deep Extreme Learning Machine

Sagheer Abbas, Muhammad Adnan Khan, Luis Eduardo Falcon-Morales, Abdur Rehman, Yousaf Saeed, Mahdi Zareei, Asim Zeb, Ehab Mahmoud Mohamed
2020 IEEE Access  
INDEX TERMS DELM, ANN, feedforward, power plant, prediction, smart city, IoT.  ...  A smart city is a sustainable and effective metropolitan hub, that offers its residents high excellence of life through appropriate resource management.  ...  Among the approaches discussed he chose to focus in particular on methods for ' machine learning ' to manage repeated in-patient real-time scenarios through the use of historical data.  ... 
doi:10.1109/access.2020.2976452 fatcat:7shlsjm3zrbcbkd4ccpcftfxoe

Caught in the Cloud: Privacy, Encryption, and Government Back Doors in the Web 2.0 Era

Christopher Soghoian
2010 Journal on Telecommunications and High Technology Law  
through which law enforcement agents can obtain wiretaps, emails, text messages or real time phone location information.  ...  every time you log into Gmail, but we don't use [HTTPS encryption] once you're in your mail unless you ask for it . . . .  ... 
dblp:journals/jthtl/Soghoian10 fatcat:ugbafmlppbgpvnpv7adegknmhi

Artificial Intelligence: The Ambiguous Labor Market Impact of Automating Prediction

Ajay Agrawal, Joshua S. Gans, Avi Goldfarb
2019 Journal of Economic Perspectives  
In 2018, within weeks of Google rolling out Smart Reply as a default setting for all of its 1.4 billion active Gmail accounts, 10 percent of all Gmail responses sent were generated by Smart Reply (as reported  ...  Google developed Smart Reply for its email service, Gmail, using artificial intelligence to scan incoming emails and predict possible responses.  ... 
doi:10.1257/jep.33.2.31 fatcat:ikcn3ztivneo5m3e6henkfkswm
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