{"id":20690,"date":"2025-12-12T15:18:50","date_gmt":"2025-12-12T13:18:50","guid":{"rendered":"https:\/\/uet.edu.al\/?p=20690"},"modified":"2025-12-12T17:21:44","modified_gmt":"2025-12-12T15:21:44","slug":"perdorimi-i-smart-systems-ne-shqiperi-si-po-e-ndryshojne-ato-perditshmerine-tone","status":"publish","type":"post","link":"https:\/\/uet.edu.al\/en\/perdorimi-i-smart-systems-ne-shqiperi-si-po-e-ndryshojne-ato-perditshmerine-tone\/","title":{"rendered":"Promovohet INGENIOUS 5-2 \/P\u00ebrdorimi i smart systems n\u00eb Shqip\u00ebri, si po e ndryshojn\u00eb ato p\u00ebrditshm\u00ebrin\u00eb ton\u00eb"},"content":{"rendered":"

\u201cT\u00eb dh\u00ebnat jan\u00eb nafta e re.\u201d Kjo th\u00ebnie e Clive Humby, matematicien dhe sip\u00ebrmarr\u00ebs britanik, evidenton qart\u00eb se \u00e7far\u00eb pasurie p\u00ebrb\u00ebjn\u00eb t\u00eb dh\u00ebnat. Ato po b\u00ebhen gjithnj\u00eb e m\u00eb t\u00eb domosdoshme dhe m\u00eb t\u00eb \u201cshtrenjta\u201d n\u00eb epok\u00ebn digjitale dhe n\u00eb p\u00ebrdorimin e Inteligjenc\u00ebs Artificiale, ku aktiviteti dhe p\u00ebrditshm\u00ebria jon\u00eb po drejtohen nga sisteme dhe softuer\u00eb t\u00eb t\u00eb gjitha natyrave dhe funksioneve.<\/p>\n

Ky ishte edhe fokusi i numrit t\u00eb pest\u00eb, v\u00ebllimi i dyt\u00eb i \u201cIngenious\u201d, revist\u00ebs shkencore q\u00eb publikohet nga Fakulteti i Inxhinieris\u00eb, Informatik\u00ebs dhe Arkitektur\u00ebs n\u00eb Universitetin Europian t\u00eb Tiran\u00ebs, i cili k\u00ebt\u00eb her\u00eb erdhi n\u00ebn titullin \u201cSmart Systems, Sustainable Technologies, and Data-Driven Innovation\u201d.<\/p>\n

Gjat\u00eb promovimit me student\u00ebt dhe pedagog\u00ebt e k\u00ebtij fakulteti, dekania Prof. Asoc. Dr. Teuta Xhindi tha se investimet p\u00ebr sistemet e zgjuara po rriten gjithnj\u00eb e m\u00eb tep\u00ebr, ku nj\u00eb pjes\u00eb mjaft t\u00eb r\u00ebnd\u00ebsishme e z\u00eb edhe zgjerimi i smart cities. \u201cMadh\u00ebsia e tregut t\u00eb qyteteve inteligjente n\u00eb Evrop\u00eb vler\u00ebsohet n\u00eb 317.2 miliard\u00eb dollar\u00eb n\u00eb vitin 2025 dhe parashikohet t\u00eb arrij\u00eb n\u00eb 1,771.0 miliard\u00eb dollar\u00eb deri n\u00eb vitin 2034.\u201d<\/p>\n

Edhe n\u00eb Shqip\u00ebri, p\u00ebrmes marr\u00ebveshjeve t\u00eb Ministris\u00eb s\u00eb Brendshme, po b\u00ebhen investime n\u00eb 20 qytete p\u00ebr t\u00eb sjell\u00eb p\u00ebrmir\u00ebsime n\u00eb infrastruktur\u00eb, trafik, menaxhim mbetjesh etj.<\/p>\n

Pedagogia e Inteligjenc\u00ebs Artificiale n\u00eb UET, nj\u00ebkoh\u00ebsisht p\u00ebrfaq\u00ebsuese e kompanis\u00eb Tribu World, Elisa Ago, shpjegoi p\u00ebrdorimet e sistemeve t\u00eb zgjuara, p\u00ebrfitimet dhe sfidat q\u00eb ato sjellin n\u00eb p\u00ebrditshm\u00ebri. Ajo theksoi se sistemet smart jan\u00eb sisteme q\u00eb mbledhin t\u00eb dh\u00ebna, i analizojn\u00eb ato dhe m\u00eb pas p\u00ebrshtasin sjelljen p\u00ebr t\u00eb p\u00ebrmir\u00ebsuar rezultatet.<\/p>\n

\u201cSmart systems jan\u00eb kudo, pjes\u00eb e jet\u00ebs son\u00eb. Jan\u00eb n\u00eb telefonat tan\u00eb q\u00eb sjellin rekomandime sipas interesave tona, por edhe n\u00eb sistemet dhe sensor\u00ebt q\u00eb p\u00ebrdoren n\u00eb nj\u00eb qytet p\u00ebr t\u00eb menaxhuar trafikun e p\u00ebr ta b\u00ebr\u00eb at\u00eb m\u00eb t\u00eb jetuesh\u00ebm.\u201d M\u00eb tej, ajo sqaroi procesin e mbledhjes s\u00eb t\u00eb dh\u00ebnave, i cili nuk duhet t\u00eb shkel\u00eb privat\u00ebsin\u00eb dhe duhet t\u00eb jet\u00eb transparent p\u00ebr qytetar\u00ebt, pasi t\u00eb dh\u00ebnat shpesh mund t\u00eb jen\u00eb sensitive. Sipas saj, ky proces duhet t\u00eb shoq\u00ebrohet me nj\u00eb p\u00ebrzgjedhje t\u00eb kujdesshme, q\u00eb trajton vet\u00ebm t\u00eb dh\u00ebnat e nevojshme p\u00ebr rastin apo problemin konkret.<\/p>\n

P\u00ebr student\u00ebt q\u00eb duan t\u00eb ndjekin karrier\u00eb n\u00eb fush\u00ebn e t\u00eb dh\u00ebnave, Ago k\u00ebshilloi q\u00eb s\u00eb pari t\u00eb kuptojn\u00eb panoram\u00ebn e plot\u00eb t\u00eb sistemit: cili \u00ebsht\u00eb q\u00ebllimi dhe kush jan\u00eb p\u00ebrdoruesit. Punimi me t\u00eb dh\u00ebnat mbetet po aq thelb\u00ebsor, nd\u00ebrsa nd\u00ebrdisiplinariteti \u00ebsht\u00eb nj\u00eb komponent ky\u00e7 n\u00eb programet e zgjuara.<\/p>\n

Smart system, analizuar p\u00ebrmes k\u00ebrkimeve shkencore<\/strong><\/p>\n

\u201cIngenious\u201d 5\/2 sjell nj\u00eb s\u00ebr\u00eb k\u00ebrkimesh dhe analizash t\u00eb realizuara nga pedagog\u00ebt dhe student\u00ebt, t\u00eb cil\u00ebt shpjegojn\u00eb dhe analizojn\u00eb disa p\u00ebrdorime t\u00eb r\u00ebnd\u00ebsishme t\u00eb sistemeve t\u00eb zgjuara n\u00eb fusha t\u00eb ndryshme, si inxhinieri, informatik\u00eb, ekonomi apo dizajn.
\u201cKontributet shkencore t\u00eb k\u00ebtij numri mish\u00ebrojn\u00eb frym\u00ebn e inovacionit n\u00eb kryq\u00ebzimin e teknologjive inteligjente, zgjidhjeve t\u00eb q\u00ebndrueshme dhe qasjeve t\u00eb bazuara n\u00eb t\u00eb dh\u00ebna\u201d, theksoi dekania Xhindi, duke shtuar se k\u00ebto tema jan\u00eb gjithnj\u00eb e m\u00eb kritike p\u00ebr t\u00eb ardhmen ton\u00eb teknologjike, mjedisore dhe shoq\u00ebrore.<\/p>\n

\"\"
\u201cArtikujt s\u00eb bashku nxjerrin n\u00eb pah nevoj\u00ebn urgjente p\u00ebr t\u00eb \u00e7uar p\u00ebrpara k\u00ebrkimin n\u00eb sistemet inteligjente, teknologjit\u00eb e q\u00ebndrueshme dhe inovacionin e bazuar n\u00eb t\u00eb dh\u00ebna, fusha q\u00eb luajn\u00eb nj\u00eb rol vendimtar n\u00eb form\u00ebsimin e shoq\u00ebrive elastike, efikase dhe q\u00eb shikojn\u00eb p\u00ebrpara.\u201d<\/p>\n

Gjat\u00eb promovimit u prezantuan dy prej punimeve t\u00eb revist\u00ebs. Pedagogu Xhevahir Baudini prezantoi nj\u00eb punim frym\u00ebzues p\u00ebr t\u00eb rinjt\u00eb q\u00eb duan t\u00eb l\u00ebn\u00eb gjurm\u00ebt e tyre n\u00eb teknologji apo t\u00eb ndryshojn\u00eb jet\u00ebn e komuniteteve. Baudini tregoi se si shpikja e tyre, nj\u00eb nj\u00ebsi ventilator\u00ebsh q\u00eb punon me energji diellore, ndihmon n\u00eb mbledhjen dhe tharjen e kokrrave t\u00eb kafes\u00eb n\u00eb Afrik\u00ebn e Jugut.<\/p>\n

Punimi i dyt\u00eb erdhi nga studenti i UET, Antonio Demiri, i cili tregoi se si po p\u00ebrdor Inteligjenc\u00ebn Artificiale, konkretisht chatbot n\u00eb kompanin\u00eb q\u00eb drejton, \u201cDora Kreative\u201d, p\u00ebr t\u00eb optimizuar nd\u00ebrveprimin dhe efikasitetin n\u00eb sh\u00ebrbimin ndaj klientit.<\/p>\n

Ankiola Beu dhe Amanda Kote analizojn\u00eb parashikimin t\u00eb \u00e7mimeve n\u00eb zgjidhjen e automatizuar Amazon Web Services (AWS) p\u00ebr optimizimin e kostos.
Novruz Billa dhe prof. Teuta Xhindi sjellin n\u00eb punimin e radh\u00ebs zhvillimin e nj\u00eb aplikacioni mobile p\u00ebr sigurin\u00eb publike dhe alarmet e emergjencave n\u00eb Shqip\u00ebri.<\/p>\n

\u201cRoli i flukseve tregtare n\u00eb form\u00ebsimin e treguesve makroekonomik\u00eb: Nj\u00eb qasje e t\u00eb dh\u00ebnave t\u00eb m\u00ebdha p\u00ebr Shqip\u00ebrin\u00eb\u201d \u00ebsht\u00eb nj\u00eb tjet\u00ebr studim me bashk\u00ebautor\u00ebt Jora Banda dhe Iges Banda.<\/p>\n

Migena Keri dhe Malvina Niklekaj, n\u00eb punimin e tyre, analizojn\u00eb se si mund t\u00eb b\u00ebhet forcimi i siguris\u00eb n\u00eb aplikacionin web p\u00ebrmes verifikimit t\u00eb email-it.
Read Danjolli trajton p\u00ebrdorimin e sistemeve dhe AI-s\u00eb p\u00ebr t\u00eb monitoruar trafikun, ku p\u00ebrmes nj\u00eb rrjeti t\u00eb integruar b\u00ebhet njohja automatike e automjeteve, e targave dhe klasifikimi i atributeve vizuale (p.sh., ngjyra, prodhuesi dhe modeli).<\/p>\n

M\u00eb tej, n\u00eb k\u00ebrkimin e radh\u00ebs, Xhoana Myrta thekson se si mekanizmat e automatizuar t\u00eb validimit p\u00ebrmir\u00ebsojn\u00eb sakt\u00ebsin\u00eb e t\u00eb dh\u00ebnave, pajtueshm\u00ebrin\u00eb rregullatore dhe besueshm\u00ebrin\u00eb e vendimmarrjes n\u00eb tregjet financiare.<\/p>\n

\u201cProjektimi dhe zbatimi i nj\u00eb infrastrukture me disponueshm\u00ebri t\u00eb lart\u00eb p\u00ebr nj\u00eb aplikacion web n\u00eb AWS\u201d, nga Dorila Rakipllari, \u00ebsht\u00eb punimi i fundit q\u00eb mbyll k\u00ebt\u00eb num\u00ebr t\u00eb \u201cIngenious\u201d, i cili adreson k\u00ebrkes\u00ebn n\u00eb rritje p\u00ebr zgjidhje cloud elastike, t\u00eb shkall\u00ebzueshme dhe me kosto efektive.<\/p>","protected":false},"excerpt":{"rendered":"

\u201cT\u00eb dh\u00ebnat jan\u00eb nafta e re.\u201d Kjo th\u00ebnie e Clive Humby, matematicien dhe sip\u00ebrmarr\u00ebs britanik, evidenton qart\u00eb se \u00e7far\u00eb pasurie p\u00ebrb\u00ebjn\u00eb t\u00eb dh\u00ebnat. Ato po b\u00ebhen gjithnj\u00eb e m\u00eb t\u00eb domosdoshme dhe m\u00eb t\u00eb \u201cshtrenjta\u201d n\u00eb epok\u00ebn digjitale dhe n\u00eb … <\/p>","protected":false},"author":9,"featured_media":20694,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[59,61],"tags":[],"class_list":["post-20690","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-activities","category-te-ndryshme"],"yoast_head":"\nPromovohet INGENIOUS 5-2 \/P\u00ebrdorimi i smart systems n\u00eb Shqip\u00ebri, si po e ndryshojn\u00eb ato p\u00ebrditshm\u00ebrin\u00eb ton\u00eb - UET<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/uet.edu.al\/en\/perdorimi-i-smart-systems-ne-shqiperi-si-po-e-ndryshojne-ato-perditshmerine-tone\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Promovohet INGENIOUS 5-2 \/P\u00ebrdorimi i smart systems n\u00eb Shqip\u00ebri, si po e ndryshojn\u00eb ato p\u00ebrditshm\u00ebrin\u00eb ton\u00eb - UET\" \/>\n<meta property=\"og:description\" content=\"\u201cT\u00eb dh\u00ebnat jan\u00eb nafta e re.\u201d Kjo th\u00ebnie e Clive Humby, matematicien dhe sip\u00ebrmarr\u00ebs britanik, evidenton qart\u00eb se \u00e7far\u00eb pasurie p\u00ebrb\u00ebjn\u00eb t\u00eb dh\u00ebnat. Ato po b\u00ebhen gjithnj\u00eb e m\u00eb t\u00eb domosdoshme dhe m\u00eb t\u00eb \u201cshtrenjta\u201d n\u00eb epok\u00ebn digjitale dhe n\u00eb …\" \/>\n<meta property=\"og:url\" content=\"https:\/\/uet.edu.al\/en\/perdorimi-i-smart-systems-ne-shqiperi-si-po-e-ndryshojne-ato-perditshmerine-tone\/\" \/>\n<meta property=\"og:site_name\" content=\"UET\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/UniversitetiEuropianiTiranes\/\" \/>\n<meta property=\"article:published_time\" content=\"2025-12-12T13:18:50+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-12-12T15:21:44+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/uet.edu.al\/wp-content\/uploads\/2025\/12\/HHA_4860.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2000\" \/>\n\t<meta property=\"og:image:height\" content=\"1334\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Luiza Pinderi\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Luiza Pinderi\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/uet.edu.al\/perdorimi-i-smart-systems-ne-shqiperi-si-po-e-ndryshojne-ato-perditshmerine-tone\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/uet.edu.al\/perdorimi-i-smart-systems-ne-shqiperi-si-po-e-ndryshojne-ato-perditshmerine-tone\/\"},\"author\":{\"name\":\"Luiza Pinderi\",\"@id\":\"https:\/\/uet.edu.al\/en\/#\/schema\/person\/c94d953fdf4026dde8f62be49a3ce69c\"},\"headline\":\"Promovohet INGENIOUS 5-2 \/P\u00ebrdorimi i smart systems n\u00eb Shqip\u00ebri, si po e ndryshojn\u00eb ato p\u00ebrditshm\u00ebrin\u00eb ton\u00eb\",\"datePublished\":\"2025-12-12T13:18:50+00:00\",\"dateModified\":\"2025-12-12T15:21:44+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/uet.edu.al\/perdorimi-i-smart-systems-ne-shqiperi-si-po-e-ndryshojne-ato-perditshmerine-tone\/\"},\"wordCount\":1004,\"publisher\":{\"@id\":\"https:\/\/uet.edu.al\/en\/#organization\"},\"image\":{\"@id\":\"https:\/\/uet.edu.al\/perdorimi-i-smart-systems-ne-shqiperi-si-po-e-ndryshojne-ato-perditshmerine-tone\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/uet.edu.al\/wp-content\/uploads\/2025\/12\/HHA_4860.jpg\",\"articleSection\":[\"Aktivitete\",\"T\u00eb ndryshme\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/uet.edu.al\/perdorimi-i-smart-systems-ne-shqiperi-si-po-e-ndryshojne-ato-perditshmerine-tone\/\",\"url\":\"https:\/\/uet.edu.al\/perdorimi-i-smart-systems-ne-shqiperi-si-po-e-ndryshojne-ato-perditshmerine-tone\/\",\"name\":\"Promovohet INGENIOUS 5-2 \/P\u00ebrdorimi i smart systems n\u00eb Shqip\u00ebri, si po e ndryshojn\u00eb ato p\u00ebrditshm\u00ebrin\u00eb ton\u00eb - 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