{"@context":"http://iiif.io/api/presentation/3/context.json","id":"https://ualberta.aviaryplatform.com/iiif/k649p2xm47/manifest","type":"Manifest","label":{"en":["Geo.AI Platform for Sustainable Development in Education"]},"logo":"https://d9jk7wjtjpu5g.cloudfront.net/organizations/logo_images/000/000/128/original/UA_Logo_WHT_RGB_%281%29.png?1725471982","metadata":[{"label":{"en":["Agent"]},"value":{"en":["Kushwah, Rahul (Creator)","Kule Institute for Advanced Studies (KIAS) (Sponsor)","AI for Society (AI4S) (Sponsor)","Centre for New Economic Diplomacy (CNED) (Sponsor)","Broadcasting Commission of Jamaica (Sponsor)"]}},{"label":{"en":["Date"]},"value":{"en":["2022-09-28 (issued)"]}},{"label":{"en":["Publisher"]},"value":{"en":["UNESCO Information For All Programme (IFAP)","Working Group on Information Accessibility (WGIA)"]}},{"label":{"en":["Coverage"]},"value":{"en":["India (Place of recording)"]}},{"label":{"en":["Description"]},"value":{"en":["Abstract Title: Modelling Education Impact: Artificial Intelligence and Machine Learning based Approach for Improvement in School Education.\u003cbr\u003eImproving literacy through effective school education is one of the most important objectives we can have as a society to end poverty and inequality through education and ensuring that no one is left behind. Its positive impact on wellbeing, prosperity, productivity, and quality of life completely aligns with the major Sustainable Development Goals (SDGs) and the novel and patented Deepspatial Inc.'s Geospatial-AI engine works in tandem to achieve these goals. Socio-economic status and poor health prevent children from attending school, in addition to the access to schools, and cultural biases relating to gender. Identifying the factors that contribute to low success rates among school going students is an important first step towards an education reform. \u003cbr\u003eThe Present study is designed to understand the gaps in placement, school accessibility and the critical factors affecting the success rates of school students in 121 Government and Government aided schools in West Garo Hills (WGH), Meghalaya, India. Meghalaya is situated in the North Eastern part of India and West Garo Hills is one of 11 districts of the State. The data comprising school infrastructure, teachers, student enrolment and performance, and other relevant teaching-learning information is assimilated with demographic and assets data surrounding the schools which amounts to 452 variables. \u003cbr\u003eThe data-driven insights are deduced using applied research, artificial intelligence (AI), and geospatial modelling. The Geospatial model gives the school location gaps and accessibility issues while the AI/ML model gives the factors responsible for better or poor pass percentage of students at secondary school level. The methodology involves data aggregation, statistical analysis including dimensionality reduction, feature engineering and subsequent geospatial AI fusion for deducing useful insights. The statistical analysis entails removal of multicollinearity from the data set, second level variance inflation factor (VIF) calculation and checks with a VIF threshold value of 10 and finally creating an optimal set of variables for ingestion into the AI/ML model. The AI model (Decision tree regressor) is trained to deduce the most important factors affecting the success of students along with the factor weights. The most important variable came out to be the presence of boundary walls in these Govt. and Govt. aided schools which is in line with our intuitive intelligence as having a boundary wall restricts the students within the school premises which results in better pedagogical impact.The other important factors in order weightages are no. of qualified and total teachers, School category, Pupil-teacher ratio, enrollments, presence of a playground (reflects better infrastructure), Literate/Illiterate ratio, no. of classrooms, electricity and drinking water. The geospatial analysis shows the block-wise gaps in the school locations and also the accessibility issues at primary, upper primary, secondary and higher secondary school levels. The present findings will help in planning related to teacher vacancies, school infrastructure requirements, school locations, its accessibility, and adherence to standard govt. norms like Classroom adequacy Ratio (CAR), Performance Grading Indicators (PGIs) etc. The current outcomes bring into light the current situation in Govt. and Govt. aided schools in WGH, Meghalaya through identification, analysis, prediction and prescription of measures that might empower the policy and decision makers. These evidence-based, and data-driven insights help in taking informed decisions and carry out timely interventions for schools that are lagging behind and performing poorly. The novelty of the study lies in the fact that it uses spatial autocorrelation for understating spatial factors and its relation to student performance. Though predicting student performance has been a substantial research inquest, this Geospatial-AI study is unique and a first to geospatially model secondary level literacy and combine the power of geospatial data with patented AI/ML engines to produce student performance insights. The study has impacted 15000 students and is set to achieve an impact of 1 million in Meghalaya in the near future. In line with the 2030 agenda of SDGs the study is scalable not only to developing countries but can be implemented at global level to ensure that all children are covered. Reforms based on these findings can lead to solemn positive impact on the school education sector. \u003cbr\u003eTheme: Access to Information with reference to SDGs 5, 8, 9, 16, 17. \u003cbr\u003eSubtopic: Delivery, access, usability, AI localism. (Abstract)"]}},{"label":{"en":["Language"]},"value":{"en":["English"]}},{"label":{"en":["Relation"]},"value":{"en":["\u003ca href=\"https://ai4iaconference.com/\"\u003eAI4IA Annual Conference\u003c/a\u003e"]}},{"label":{"en":["Subject"]},"value":{"en":["Artificial intelligence (topical)","Sustainable Development (topical)","Artificial intelligence--Educational applications (topical)","Geospatial data--Technological innovations (topical)","Educational change (topical)","Education--Data processing (topical)"]}},{"label":{"en":["Type"]},"value":{"en":["Event"]}},{"label":{"en":["Rights Statement"]},"value":{"en":["\u003ca href=\"https://creativecommons.org/licenses/by-nc/4.0/\"\u003eAttribution-NonCommercial 4.0 International\u003c/a\u003e"]}},{"label":{"en":["Series or Event Name"]},"value":{"en":["Artificial Intelligence for Information Accessibility (AI4IA) Conference, 2022"]}}],"summary":{"en":["Abstract Title: Modelling Education Impact: Artificial Intelligence and Machine Learning based Approach for Improvement in School Education.\u003cbr\u003eImproving literacy through effective school education is one of the most important objectives we can have as a society to end poverty and inequality through education and ensuring that no one is left behind. Its positive impact on wellbeing, prosperity, productivity, and quality of life completely aligns with the major Sustainable Development Goals (SDGs) and the novel and patented Deepspatial Inc.'s Geospatial-AI engine works in tandem to achieve these goals. Socio-economic status and poor health prevent children from attending school, in addition to the access to schools, and cultural biases relating to gender. Identifying the factors that contribute to low success rates among school going students is an important first step towards an education reform. \u003cbr\u003eThe Present study is designed to understand the gaps in placement, school accessibility and the critical factors affecting the success rates of school students in 121 Government and Government aided schools in West Garo Hills (WGH), Meghalaya, India. Meghalaya is situated in the North Eastern part of India and West Garo Hills is one of 11 districts of the State. The data comprising school infrastructure, teachers, student enrolment and performance, and other relevant teaching-learning information is assimilated with demographic and assets data surrounding the schools which amounts to 452 variables. \u003cbr\u003eThe data-driven insights are deduced using applied research, artificial intelligence (AI), and geospatial modelling. The Geospatial model gives the school location gaps and accessibility issues while the AI/ML model gives the factors responsible for better or poor pass percentage of students at secondary school level. The methodology involves data aggregation, statistical analysis including dimensionality reduction, feature engineering and subsequent geospatial AI fusion for deducing useful insights. The statistical analysis entails removal of multicollinearity from the data set, second level variance inflation factor (VIF) calculation and checks with a VIF threshold value of 10 and finally creating an optimal set of variables for ingestion into the AI/ML model. The AI model (Decision tree regressor) is trained to deduce the most important factors affecting the success of students along with the factor weights. The most important variable came out to be the presence of boundary walls in these Govt. and Govt. aided schools which is in line with our intuitive intelligence as having a boundary wall restricts the students within the school premises which results in better pedagogical impact.The other important factors in order weightages are no. of qualified and total teachers, School category, Pupil-teacher ratio, enrollments, presence of a playground (reflects better infrastructure), Literate/Illiterate ratio, no. of classrooms, electricity and drinking water. The geospatial analysis shows the block-wise gaps in the school locations and also the accessibility issues at primary, upper primary, secondary and higher secondary school levels. The present findings will help in planning related to teacher vacancies, school infrastructure requirements, school locations, its accessibility, and adherence to standard govt. norms like Classroom adequacy Ratio (CAR), Performance Grading Indicators (PGIs) etc. The current outcomes bring into light the current situation in Govt. and Govt. aided schools in WGH, Meghalaya through identification, analysis, prediction and prescription of measures that might empower the policy and decision makers. These evidence-based, and data-driven insights help in taking informed decisions and carry out timely interventions for schools that are lagging behind and performing poorly. The novelty of the study lies in the fact that it uses spatial autocorrelation for understating spatial factors and its relation to student performance. Though predicting student performance has been a substantial research inquest, this Geospatial-AI study is unique and a first to geospatially model secondary level literacy and combine the power of geospatial data with patented AI/ML engines to produce student performance insights. The study has impacted 15000 students and is set to achieve an impact of 1 million in Meghalaya in the near future. In line with the 2030 agenda of SDGs the study is scalable not only to developing countries but can be implemented at global level to ensure that all children are covered. Reforms based on these findings can lead to solemn positive impact on the school education sector. \u003cbr\u003eTheme: Access to Information with reference to SDGs 5, 8, 9, 16, 17. \u003cbr\u003eSubtopic: Delivery, access, usability, AI localism."]},"requiredStatement":{"label":{"en":["Attribution"]},"value":{"en":["\u003ca href=\"https://creativecommons.org/licenses/by-nc/4.0/\"\u003eAttribution-NonCommercial 4.0 International\u003c/a\u003e"]}},"provider":[{"id":"https://ualberta.aviaryplatform.com/aboutus","type":"Agent","label":{"en":["University of Alberta Library"]},"homepage":[{"id":"https://ualberta.aviaryplatform.com/","type":"Text","label":{"en":["University of Alberta 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one","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/109122/file/210651#t=492.11,492.12"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/109122/file/210651/transcript/61341/annotation/204","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"thousand teachers and at the same time","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/109122/file/210651#t=494.15,494.16"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/109122/file/210651/transcript/61341/annotation/205","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"these schools had an average 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every","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/109122/file/210651#t=500.629,500.639"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/109122/file/210651/transcript/61341/annotation/208","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"single tap because again that's going to","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/109122/file/210651#t=502.85,502.86"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/109122/file/210651/transcript/61341/annotation/209","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"take a lot of time but there are a 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is","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/109122/file/210651#t=516.889,516.899"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/109122/file/210651/transcript/61341/annotation/216","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"I can actually let's say I want to","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/109122/file/210651#t=519.23,519.24"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/109122/file/210651/transcript/61341/annotation/217","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"select the school here I can look at 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deepspatial.ai","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/109122/file/210651#t=761.449,761.459"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/109122/file/210651/transcript/61341/annotation/319","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that's r-a-h-u-l at Deep spatial.ai","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/109122/file/210651#t=764.329,764.339"}]},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/109122/file/210651/transcript/61341","type":"AnnotationPage","label":{"en":["English 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