{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,10]],"date-time":"2025-10-10T07:12:30Z","timestamp":1760080350028,"version":"3.40.3"},"publisher-location":"Cham","reference-count":12,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030395117"},{"type":"electronic","value":"9783030395124"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020]]},"DOI":"10.1007\/978-3-030-39512-4_55","type":"book-chapter","created":{"date-parts":[[2020,1,21]],"date-time":"2020-01-21T20:10:52Z","timestamp":1579637452000},"page":"348-358","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Democratization of AI to Small Scale Farmers, Albeit Food Harvesting Citizen Data Scientists, that Are at the Bottom of the Economic Pyramid"],"prefix":"10.1007","author":[{"given":"Chandrasekar","family":"Vuppalapati","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anitha","family":"Ilapakurti","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sharat","family":"Kedari","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rajasekar","family":"Vuppalapati","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jayashankar","family":"Vuppalapati","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Santosh","family":"Kedari","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,1,22]]},"reference":[{"doi-asserted-by":"crossref","unstructured":"Jones, N.: How machine learning could help to improve climate forecasts. Nat. Mag. (2017). \nhttps:\/\/www.scientificamerican.com\/article\/how-machine-learning-could-help-to-improve-climate-forecasts\/","key":"55_CR1","DOI":"10.1038\/548379a"},{"unstructured":"Michael Safi in Delhi: Suicides of nearly 60,000 Indian farmers linked to climate change, study claims, Mon 31 July 2017 15.00 EDT. \nhttps:\/\/www.theguardian.com\/environment\/2017\/jul\/31\/suicides-of-nearly-60000-indian-farmers-linked-to-climate-change-study-claims","key":"55_CR2"},{"unstructured":"Umar, B.: India\u2019s shocking farmer suicide epidemic, 18 May 2015. \nhttps:\/\/www.aljazeera.com\/indepth\/features\/2015\/05\/india-shocking-farmer-suicide-epidemic-150513121717412.html","key":"55_CR3"},{"unstructured":"Doshi, V.: 59,000 farmer suicides in India over 30 years may be linked to climate change, study says, 1 August 2017. \nhttps:\/\/www.washingtonpost.com\/news\/worldviews\/wp\/2017\/08\/01\/59000-farmer-suicides-in-india-over-three-decades-may-be-linked-to-climate-change-study-says\/?noredirect=on&utm_term=.38c8866059de","key":"55_CR4"},{"unstructured":"Weingarten, D.: The suicide rate for farmers is more than double that of veterans. A former farmer gives an insider\u2019s perspective on farm life \u2013 and how to help, December 2017. \nhttps:\/\/www.theguardian.com\/us-news\/2017\/dec\/06\/why-are-americas-farmers-killing-themselves-in-record-numbers","key":"55_CR5"},{"unstructured":"Adams, M.: Suicidal Dairy Farmers Should Consider Marijuana Industry, 16 March 2018 12:23\u00a0pm. \nhttps:\/\/www.forbes.com\/sites\/mikeadams\/2018\/03\/16\/suicidal-dairy-farmers-should-consider-marijuana-industry\/#30a8ae8c1d1e","key":"55_CR6"},{"unstructured":"Smith, T.: As Milk Prices Decline, Worries About Dairy Farmer Suicides Rise, 27 February 2018 11:31 AM ET. \nhttps:\/\/www.npr.org\/2018\/02\/27\/586586267\/as-milk-prices-decline-worries-about-dairy-farmer-suicides-rise","key":"55_CR7"},{"unstructured":"Williams, J.: A Booming Economy With a Tragic Price, 20 May 2018. \nhttps:\/\/www.nytimes.com\/2018\/05\/20\/world\/australia\/rural-suicides-farmers-globalization.html","key":"55_CR8"},{"unstructured":"GUEST BLOGGER: Machine Learning May Be a Game-Changer for Climate Prediction, 21 June 2018. \nhttps:\/\/blogs.ei.columbia.edu\/2018\/06\/21\/machine-learning-may-game-changer-climate-prediction\/","key":"55_CR9"},{"doi-asserted-by":"crossref","unstructured":"Karwowski, W., Ahram, T. (eds.): Proceedings of the 1st International Conference on Intelligent Human Systems Integration (IHSI 2018): Integrating People and Intelligent Systems, Dubai, United Arab Emirates, January 7\u20139 2018. \nhttps:\/\/www.springer.com\/us\/book\/9783319738871","key":"55_CR10","DOI":"10.1007\/978-3-319-73888-8"},{"doi-asserted-by":"crossref","unstructured":"Kedari, S., Vuppalapati, J.S., Ilapakurti, A., Vuppalapati, C., Kedari, S., Vuppalapati, R.: Precision dairy edge, albeit analytics driven: a framework to incorporate prognostics and auto correction capabilities for dairy IoT sensors, chap. 35. Springer, Cham (2019)","key":"55_CR11","DOI":"10.1007\/978-3-030-03405-4_35"},{"doi-asserted-by":"crossref","unstructured":"Ilapakurti, A., Vuppalapati, J.S., Kedari, S., Kedari, S., Vuppalapati, R., Vuppalapati, C.: Adaptive edge analytics for creating memorable customer experience and venue brand engagement, a scented case for Smart Cities. In: 2017 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computed, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld\/SCALCOM\/UIC\/ATC\/CBDCom\/IOP\/SCI) (2017)","key":"55_CR12","DOI":"10.1109\/UIC-ATC.2017.8397583"}],"container-title":["Advances in Intelligent Systems and Computing","Intelligent Human Systems Integration 2020"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-39512-4_55","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,4,2]],"date-time":"2020-04-02T10:47:50Z","timestamp":1585824470000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-39512-4_55"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030395117","9783030395124"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-39512-4_55","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"22 January 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IHSI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Intelligent Human Systems Integration","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Modena","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Italy","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19 February 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21 February 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ihsi2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.ihsint.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}