Digital Transformation in Education: Emerging Markets and Opportunities

A Sneak Peek into the Future of Artificial Intelligence in Education: Opportunities and Challenges

Author(s): Sheikh Sajid Mohammad and Huzina Saheal * .

Pp: 207-222 (16)

DOI: 10.2174/9789815124750123010016

* (Excluding Mailing and Handling)

Abstract

Artificial intelligence (AI) is undoubtedly the driving technological force of the 21st century and is expected to virtually transform every sector, if not human endeavours at large. It would be premature to assume that AI will have no impact on education, as it can pave the way for new methods of learning and teaching by reorganising classrooms or making them obsolete. The application of AI in education may bring about insights into how learning happens and can alter the way learning is assessed. AI has begun to exhibit its effect, acting as an assisting tool for both students and teachers. Studies demonstrate a positive impact of AI on education in the near future. It is currently changing the education sector, but it has yet to demonstrate its true potential. AI will affect education in three major ways. On the learning front, the strength of AI is its personalization, universal access, and generation of smart content, which will aid students in understanding concepts efficiently. Secondly, AI can assist tutors in reducing their workload by automating activities such as grading and assessment. In this way, teachers will be able to shift their entire focus to student learning. Moreover, with the AI system, administrative activities such as registration, course allocation, and staff recruitment are expected to decline. By virtue of this, AI can reduce the educators’ burden of performing manual operations. To reap the benefits of AI transformations in education, teachers and students should be prepared to utilize AI programmes effectively through training. Against this backdrop, the chapter will discuss AI in education, its history, opportunities, and challenges.

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      • 13. vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
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      • 11. app/Models/ContentAccess.php:647
      • 12. app/Http/Controllers/ChapterController.php:1478
      • 13. vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
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      • 13. app/Models/UserAccess/UserAccess.php:1266
      • 14. app/Http/Controllers/ChapterController.php:1518
      • 15. vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
      • 16. vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43
      • 17. vendor/laravel/framework/src/Illuminate/Routing/Route.php:260
    • (select j.user_access_id,j.volume_id,j.user_id,j.from_ip,j.to_ip,j.type,j.track,"Trial Access" as access_base_text, CASE j.type WHEN 111 THEN true ELSE false END as terms_popup, "S" as content_download_type, null as restricted_user_access_key, null as restricted_user_access_type, CASE j.track WHEN 0 THEN false ELSE true END as tracksAccessByVolume,"chapter" as access_level, j.chapter_id from `user_access_chapter_trail` as `j` inner join `user_access_info` as `info` on `j`.`user_access_id` = `info`.`user_access_id` where ((j.from_ip <= 51592399 and j.to_ip >=51592399 )) and ((j.from_date <= 1740525715 and j.to_date >= 1740525715 and j.perpetual= 0) or (j.from_date is null and j.to_date is null and j.perpetual= 1)) and j.chapter_id = 18879) union (select j.user_access_id,j.volume_id,j.user_id,j.from_ip,j.to_ip,j.type,j.track,"Subscribed" as access_base_text, false as terms_popup, "S" as content_download_type, null as restricted_user_access_key, null as restricted_user_access_type, CASE j.track WHEN 0 THEN false ELSE true END as tracksAccessByVolume,"chapter" as access_level, j.chapter_id from `user_access_chapter_corporate` as `j` inner join `user_access_info` as `info` on `j`.`user_access_id` = `info`.`user_access_id` where ((j.from_ip <= 51592399 and j.to_ip >=51592399 )) and ((j.from_date <= 1740525715 and j.to_date >= 1740525715 and j.perpetual= 0) or (j.from_date is null and j.to_date is null and j.perpetual= 1)) and j.chapter_id = 18879) union (select j.user_access_id,j.volume_id,j.user_id,j.from_ip,j.to_ip,j.type,j.track,"Token Based Access" as access_base_text, false as terms_popup, "R" as content_download_type, j.uc_id as restricted_user_access_key, "v" as restricted_user_access_type, CASE j.track WHEN 0 THEN false ELSE true END as tracksAccessByVolume,"chapter" as access_level, j.chapter_id from `user_access_chapter_token` as `j` inner join `user_access_info` as `info` on `j`.`user_access_id` = `info`.`user_access_id` where ((j.from_ip <= 51592399 and j.to_ip >=51592399 )) and ((j.from_date <= 1740525715 and j.to_date >= 1740525715 and j.perpetual= 0) or (j.from_date is null and j.to_date is null and j.perpetual= 1)) and j.chapter_id = 18879)
      530μsalphaeurekaselec_live_10_06_2022UserAccess.php#1266
      Backtrace
      • 13. app/Models/UserAccess/UserAccess.php:1266
      • 14. app/Http/Controllers/ChapterController.php:1549
      • 15. vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
      • 16. vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43
      • 17. vendor/laravel/framework/src/Illuminate/Routing/Route.php:260
    • select b.banner_link, b.banner_name, b.banner_script, b.banner_remarks, b.banner_file_name, b.banner_placement, bd.content_type, bd.content_id from `tbl_banner` as `b` inner join `tbl_banner_detail` as `bd` on `bd`.`banner_id` = `b`.`banner_id` inner join `users` as `u` on `u`.`id` = `b`.`updated_by` where `b`.`banner_ebook` = 1 and `bd`.`content_type` = 'B' and `bd`.`content_id` = 3475 and `b`.`banner_from_date` <= 1740525715 and `b`.`banner_to_date` >= 1740525715 and `b`.`banner_status` = 'A' order by `b`.`banner_id` desc
      1.04msalphaeurekaselec_live_10_06_2022Banner.php#95
      Bindings
      • 0: 1
      • 1: B
      • 2: 3475
      • 3: 1740525715
      • 4: 1740525715
      • 5: A
      Backtrace
      • 13. app/Models/Banner.php:95
      • 14. app/Http/helpers.php:404
      • 17. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:124
      • 18. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58
      • 19. vendor/laravel/framework/src/Illuminate/View/Engines/CompilerEngine.php:73
    • select count(*) as aggregate from `uc_cart_products` where cart_id='6108a2004900fedf8a201acced6dec50'
      210μsalphaeurekaselec_live_10_06_2022Cart.php#271
      Backtrace
      • 15. app/Models/Cart.php:271
      • 16. view::layouts._header:260
      • 18. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:124
      • 19. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58
      • 20. vendor/laravel/framework/src/Illuminate/View/Engines/CompilerEngine.php:73
    App\Models\Chapter
    1Chapter.php#?
    App\Models\Ebook
    1Ebook.php#?
        _token
        PPBSgrBY8c1E3YRiBRKCNrtAZj6aRH4Xp5SlBbDY
        uc_cart_id
        6108a2004900fedf8a201acced6dec50
        _previous
        array:1 [ "url" => "https://alpha.eurekaselect.com/chapter/18879" ]
        _flash
        array:2 [ "old" => [] "new" => [] ]
        PHPDEBUGBAR_STACK_DATA
        []
        path_info
        /chapter/18879
        status_code
        200
        
        status_text
        OK
        format
        html
        content_type
        text/html; charset=UTF-8
        request_query
        []
        
        request_request
        []
        
        request_headers
        0 of 0
        array:17 [ "x-https" => array:1 [ 0 => "1" ] "host" => array:1 [ 0 => "alpha.eurekaselect.com" ] "priority" => array:1 [ 0 => "u=0, i" ] "cookie" => array:1 [ 0 => "wayfindertarget=eyJpdiI6IjQ1NTc5LzFrWWJONWZQUDd3RXhwdVE9PSIsInZhbHVlIjoiSVNZYkVjbGhVa2hzZmNad01iL0FTelYwNkxDeWp6Yy9pKzdVSVVicmRmbz0iLCJtYWMiOiI3ZDMyM2YzOGM5MjZiY2MxYTBmZTVjMzhhNWU4MjgwN2FhNmNhY2QxZTNhNzdiMzA3ODkxY2ZkNDQ3MWExZDljIiwidGFnIjoiIn0%3Dwayfindertarget=eyJpdiI6IjQ1NTc5LzFrWWJONWZQUDd3RXhwdVE9PSIsInZhbHVlIjoiSVNZYkVjbGhVa2hzZmNad01iL0FTelYwNkxDeWp6Yy9pKzdVSVVicmRmbz0iLCJtYWMiOiI3ZDMyM2YzOGM5MjZi" ] "accept-encoding" => array:1 [ 0 => "gzip, deflate, br, zstd" ] "sec-fetch-dest" => array:1 [ 0 => "document" ] "sec-fetch-user" => array:1 [ 0 => "?1" ] "sec-fetch-mode" => array:1 [ 0 => "navigate" ] "sec-fetch-site" => array:1 [ 0 => "none" ] "accept" => array:1 [ 0 => "text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.7" ] "user-agent" => array:1 [ 0 => "Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)" ] "upgrade-insecure-requests" => array:1 [ 0 => "1" ] "sec-ch-ua-platform" => array:1 [ 0 => ""Windows"" ] "sec-ch-ua-mobile" => array:1 [ 0 => "?0" ] "sec-ch-ua" => array:1 [ 0 => ""HeadlessChrome";v="129", "Not=A?Brand";v="8", "Chromium";v="129"" ] "cache-control" => array:1 [ 0 => "no-cache" ] "pragma" => array:1 [ 0 => "no-cache" ] ]
        request_cookies
        0 of 0
        array:1 [ "wayfindertarget" => null ]
        response_headers
        0 of 0
        array:5 [ "content-type" => array:1 [ 0 => "text/html; charset=UTF-8" ] "cache-control" => array:1 [ 0 => "no-cache, private" ] "date" => array:1 [ 0 => "Tue, 25 Feb 2025 23:21:55 GMT" ] "set-cookie" => array:2 [ 0 => "XSRF-TOKEN=eyJpdiI6InB1Ty9VdG1EYU1LWGhJM09Gc1NZWnc9PSIsInZhbHVlIjoiQTdNMUwzd3ZDRDBBeHlUTGJBNSt2anVKMW1Lb1MzL3hvN2wvdW90WFdpbEZwbEFtd1lMNzFlM1Z5Z01pblhyMjJUZTdlNU1nL3lDUWVhMlJzdkIveVVIQy9mTmUvVlhSSnUvckJBam1pYjVLRysraStyRkhqd1BEVVA3SGdYVWoiLCJtYWMiOiIzZmFmODkyMTg1ZGIyZGQ5MGUzNWY4YWFmMTA1ZmFlZTQ1ZDllYTgzMWY2NjdhMDNmODk3MzQ4MDQ4NzUyNTFmIiwidGFnIjoiIn0%3D; expires=Fri, 28 Feb 2025 11:21:55 GMT; Max-Age=216000; path=/; secure; samesite=laxXSRF-TOKEN=eyJpdiI6InB1Ty9VdG1EYU1LWGhJM09Gc1NZWnc9PSIsInZhbHVlIjoiQTdNMUwzd3ZDRDBBeHlUTGJBNSt2anVKMW1Lb1MzL3hvN2wvdW90WFdpbEZwbEFtd1lMNzFlM1Z5Z01pblhyMjJUZTdlN" 1 => "alphaeurekaselectnet_session=eyJpdiI6Ijl0cHZhMjJVZWxZc04vU3ZMcnR4L0E9PSIsInZhbHVlIjoiNHhaSmxqNFkrOVhacjFWZUdpMUlteE96Z2hhOUpHU25oM0xqRmVIRTkzbytUdlVoR2d1MjlMVlVkdC9HeHU5K1djN2pWWFJQd2ZnK0FidHlWUUliV3BtZkxqT25OWk5XSTJsZ2NrUXVuWlNaYkxMVlhZM2ZqMzUxTlI1V1BoZ1ciLCJtYWMiOiI5MWJiZWNmOGZkZDA2NGNhMDIzZjQ4ODFhNWM0MjM3MGUwOTY0MDZmNWMxMWRiYWJiMjZhNjliOTQzZmRlZDYwIiwidGFnIjoiIn0%3D; path=/; secure; httponly; samesite=laxalphaeurekaselectnet_session=eyJpdiI6Ijl0cHZhMjJVZWxZc04vU3ZMcnR4L0E9PSIsInZhbHVlIjoiNHhaSmxqNFkrOVhacjFWZUdpMUlteE96Z2hhOUpHU25oM0xqRmVIRTkzbytUdlVoR2d1MjlMVlV" ] "Set-Cookie" => array:2 [ 0 => "XSRF-TOKEN=eyJpdiI6InB1Ty9VdG1EYU1LWGhJM09Gc1NZWnc9PSIsInZhbHVlIjoiQTdNMUwzd3ZDRDBBeHlUTGJBNSt2anVKMW1Lb1MzL3hvN2wvdW90WFdpbEZwbEFtd1lMNzFlM1Z5Z01pblhyMjJUZTdlNU1nL3lDUWVhMlJzdkIveVVIQy9mTmUvVlhSSnUvckJBam1pYjVLRysraStyRkhqd1BEVVA3SGdYVWoiLCJtYWMiOiIzZmFmODkyMTg1ZGIyZGQ5MGUzNWY4YWFmMTA1ZmFlZTQ1ZDllYTgzMWY2NjdhMDNmODk3MzQ4MDQ4NzUyNTFmIiwidGFnIjoiIn0%3D; expires=Fri, 28-Feb-2025 11:21:55 GMT; path=/; secureXSRF-TOKEN=eyJpdiI6InB1Ty9VdG1EYU1LWGhJM09Gc1NZWnc9PSIsInZhbHVlIjoiQTdNMUwzd3ZDRDBBeHlUTGJBNSt2anVKMW1Lb1MzL3hvN2wvdW90WFdpbEZwbEFtd1lMNzFlM1Z5Z01pblhyMjJUZTdlN" 1 => "alphaeurekaselectnet_session=eyJpdiI6Ijl0cHZhMjJVZWxZc04vU3ZMcnR4L0E9PSIsInZhbHVlIjoiNHhaSmxqNFkrOVhacjFWZUdpMUlteE96Z2hhOUpHU25oM0xqRmVIRTkzbytUdlVoR2d1MjlMVlVkdC9HeHU5K1djN2pWWFJQd2ZnK0FidHlWUUliV3BtZkxqT25OWk5XSTJsZ2NrUXVuWlNaYkxMVlhZM2ZqMzUxTlI1V1BoZ1ciLCJtYWMiOiI5MWJiZWNmOGZkZDA2NGNhMDIzZjQ4ODFhNWM0MjM3MGUwOTY0MDZmNWMxMWRiYWJiMjZhNjliOTQzZmRlZDYwIiwidGFnIjoiIn0%3D; path=/; secure; httponlyalphaeurekaselectnet_session=eyJpdiI6Ijl0cHZhMjJVZWxZc04vU3ZMcnR4L0E9PSIsInZhbHVlIjoiNHhaSmxqNFkrOVhacjFWZUdpMUlteE96Z2hhOUpHU25oM0xqRmVIRTkzbytUdlVoR2d1MjlMVlV" ] ]
        session_attributes
        0 of 0
        array:5 [ "_token" => "PPBSgrBY8c1E3YRiBRKCNrtAZj6aRH4Xp5SlBbDY" "uc_cart_id" => "6108a2004900fedf8a201acced6dec50" "_previous" => array:1 [ "url" => "https://alpha.eurekaselect.com/chapter/18879" ] "_flash" => array:2 [ "old" => [] "new" => [] ] "PHPDEBUGBAR_STACK_DATA" => [] ]
        ClearShow all
        Date ↕MethodURLData
        #12025-02-25 23:21:55GET/chapter/18879112192