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Tahap awal menunjukkan definisi bidang miring sebagai papan/bidang yang dibuat miring untuk memperkecil usaha saat memindahkan beban berat. Proses berikutnya meliputi case folding, tokenizing, filtering, dan stemming untuk menyederhanakan bentuk kata. Hasilnya dipetakan ke daftar kosakata unik dan bobot vektor jawaban siswa (A) serta kunci jawaban (B).",{"@graph":63,"@context":119},[64,81,102],{"@type":65,"itemListElement":66},"BreadcrumbList",[67,72,75,78],{"item":68,"name":69,"@type":70,"position":71},"https://docshare.wps.com","Home","ListItem",1,{"item":73,"name":9,"@type":70,"position":74},"https://docshare.wps.com/id/document/",2,{"item":76,"name":43,"@type":70,"position":77},"https://docshare.wps.com/id/document/ujian/",3,{"item":79,"name":59,"@type":70,"position":80},"https://docshare.wps.com/id/document/nlp-analysis-of-student-answers-about-inclined-plane-vocabulary-similarity-dataset/186196/",4,{"url":79,"name":59,"@type":82,"image":83,"author":88,"headline":59,"publisher":91,"fileFormat":94,"inLanguage":57,"description":61,"dateModified":95,"datePublished":96,"encodingFormat":94,"isAccessibleForFree":97,"interactionStatistic":98},"DigitalDocument",{"url":84,"@type":85,"width":86,"height":87},"https://docshare.wps.com/thumbnails/nlp-analysis-of-student-answers-about-inclined-plane-vocabulary-similarity-dataset/186196.png","ImageObject",300,407,{"name":89,"@type":90},"Mia  ","Person",{"url":68,"name":92,"@type":93},"DocShare","Organization","application/pdf","2026-09-29","2026-09-02",true,{"@type":99,"interactionType":100,"userInteractionCount":74},"InteractionCounter",{"@type":101},"ViewAction",{"@type":103,"mainEntity":104},"FAQPage",[105,111,115],{"name":106,"@type":107,"acceptedAnswer":108},"Apa isi utama perbedaan jawaban siswa dan kunci guru?","Question",{"text":109,"@type":110},"Keduanya membahas bidang miring sebagai pesawat sederhana berupa papan/bidang yang dibuat miring dan bertujuan memperkecil usaha saat memindahkan beban berat.","Answer",{"name":112,"@type":107,"acceptedAnswer":113},"Tahapan NLP apa saja yang digunakan dalam analisis ini?",{"text":114,"@type":110},"Analisis mencakup kalimat awal, case folding, tokenizing, filtering, dan stemming.",{"name":116,"@type":107,"acceptedAnswer":117},"Bagaimana peran kosakata unik dalam membandingkan jawaban?",{"text":118,"@type":110},"Kosakata unik digunakan untuk membentuk representasi (bobot vektor) jawaban siswa dan kunci jawaban guru sehingga kesamaan dapat dinilai melalui bobot.","https://schema.org",{"og:url":79,"og:type":121,"og:title":59,"og:site_name":92,"og:description":61},"article",{"robots":123,"canonical":79},"index,follow",{"doc_id":125,"site_id":56},186196,1790705900,{"code":4,"msg":5,"data":128},{"doc_id":125,"user_id":129,"nickname":89,"user_avatar":130,"doc_module":4,"category_id":42,"category_name":43,"doc_title":59,"doc_description":61,"doc_content":131,"file_id":132,"file_url":133,"file_type":134,"file_size":135,"view_count":74,"is_deleted":4,"is_public":71,"is_downloadable":71,"audit_status":71,"page_count":136,"language":137,"language_code":57,"site_id":56,"html_lang":57,"table_of_contents":138,"faqs":139,"seo_title":140,"seo_description":61,"update_tm":141,"read_time":142},687207024478,"https://ap-avatar.wpscdn.com/davatar_a8503ba1806abce46bf441b54a3ca4cd","| Tahap\u003Cbr>NLP | Teks Jawaban Siswa | Teks Kunci Jawaban Guru |\n| --- | --- | --- |\n| Kalimat\u003Cbr>Awal | Pesawat sederhana yang berupa | Bidang miring adalah pesawat sederhana yang |\n|  | papan/bidang yang dibuat miring. | berupa papan/bidang yang dibuat miring. |\n|  | Tujuannya adalah untuk memperkecil usaha | Tujuannya adalah untuk memperkecil usaha saat |\n|  | saat memindahkan beban yang berat. | memindahkan beban yang berat. |\n| Case\u003Cbr>Folding | pesawat sederhana yang berupa | bidang miring adalah pesawat sederhana yang |\n|  | papan/bidang yang dibuat miring. tujuannya | berupa papan/bidang yang dibuat miring. |\n|  | adalah untuk memperkecil usaha saat | tujuannya adalah untuk memperkecil usaha saat |\n|  | memindahkan beban yang berat. | memindahkan beban yang berat. |\n| Tokenizing | [pesawat], [sederhana], [yang], [berupa], | [bidang], [miring], [adalah], [pesawat], |\n|  | [papan], [bidang], [yang], [dibuat], | [sederhana], [yang], [berupa], [papan], [bidang], |\n|  | [miring], [tujuannya], [adalah], [untuk], | [yang], [dibuat], [miring], [tujuannya], [adalah], |\n|  | [memperkecil], [usaha], [saat], | [untuk], [memperkecil], [usaha], [saat], |\n|  | [memindahkan], [beban], [yang], [berat] | [memindahkan], [beban], [yang], [berat] |\n| Filtering | [pesawat], [sederhana], [papan], [bidang], | [bidang], [miring], [pesawat], [sederhana], |\n|  | [dibuat], [miring], [tujuannya], | [papan], [bidang], [dibuat], [miring], |\n|  | [memperkecil], [usaha], [memindahkan], | [tujuannya], [memperkecil], [usaha], |\n|  | [beban], [berat] | [memindahkan], [beban], [berat] |\n| Stemming | [pesawat], [sederhana], [papan], [bidang], | [bidang], [miring], [pesawat], [sederhana], |\n|  | [buat], [miring], [tuju], [kecil], [usaha], | [papan], [bidang], [buat], [miring], [tuju], |\n|  | [pindah], [beban], [berat] | [kecil], [usaha], [pindah], [beban], [berat] |\n\n\n| No | Kosakata Unik (Term) | Bobot Vektor Jawaban Siswa (A) | Bobot Vektor Kunci Jawaban (B) |\n| --- | --- | --- | --- |\n| 1 | bidang | 1 | 2 |\n| 2 | miring | 1 | 2 |\n| 3 | pesawat | 1 | 1 |\n| 4 | sederhana | 1 | 1 |\n| 5 | papan | 1 | 1 |\n| 6 | buat | 1 | 1 |\n| 7 | tuju | 1 | 1 |\n| 8 | kecil | 1 | 1 |\n| 9 | usaha | 1 | 1 |\n| 10 | pindah | 1 | 1 |\n| 11 | beban | 1 | 1 |\n| 12 | berat | 1 | 1 |","cbCaihPhLyr0VM1K","https://ap.wps.com/l/cbCaihPhLyr0VM1K","pdf",1113172,14,"Indonesian","# Tahap NLP\n## Kalimat Awal\n## Case Folding\n## Tokenizing\n## Filtering\n## Stemming\n# Kosakata Unik dan Bobot Vektor","[{\"question\":\"Apa isi utama perbedaan jawaban siswa dan kunci guru?\",\"answer\":\"Keduanya membahas bidang miring sebagai pesawat sederhana berupa papan/bidang yang dibuat miring dan bertujuan memperkecil usaha saat memindahkan beban berat.\"},{\"question\":\"Tahapan NLP apa saja yang digunakan dalam analisis ini?\",\"answer\":\"Analisis mencakup kalimat awal, case folding, tokenizing, filtering, dan stemming.\"},{\"question\":\"Bagaimana peran kosakata unik dalam membandingkan jawaban?\",\"answer\":\"Kosakata unik digunakan untuk membentuk representasi (bobot vektor) jawaban siswa dan kunci jawaban guru sehingga kesamaan dapat dinilai melalui bobot.\"}]","Analisis NLP Jawaban Siswa tentang Bidang Miring - Dataset Kesamaan Kosakata | PDF",1788371529,22]