MétaCan
Menu
Back to cohort
Record W4384407662 · doi:10.55849/jiltech.v2i1.383

Difficulties of Non-Arabic Study Program Students in Arabic Teaching and Learning Process at ITB AAS Indonesia

2023· article· en· W4384407662 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueJournal International of Lingua and Technology · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicArabic Language Education Studies
Canadian institutionsMcGill University
Fundersnot available
KeywordsIndonesianReading (process)SentenceArabicClass (philosophy)LinguisticsIslamComputer sciencePsychologyMathematics educationArtificial intelligenceHistory

Abstract

fetched live from OpenAlex

This study investigates the difficulties of Non-Arabic study program students in Arabic learning at ITB AAS Indonesia. This research uses descriptive qualitative. This study involves 60 students of the Economy Sharia study program. The analysis shows internal and external factors of students’ difficulties in Arabic learning. The internal factors are 1) difficulty in writing Hijaiyah letters at the beginning of, in the middle, and at the end of the sentence. 2) difficulty in writing Hijaiyah letters in computer typing because it must have an Arabic Typesetting font. 3) belief that writing Arabic letters is more difficult than writing Latin letters, 4) difficulty in reading recitation (Tajwid). 5) belief that learning Arabic is more difficult than Indonesian and English. 6) belief that many Mufrodat includes Isim, Fi'il, and Harf. 7) many rules for changing words and writing an Arabic sentence. Besides, external factors are 1) many foreign expressions or Arabic terms that are different from Indonesia. 2) lack of learning media of Arabic textbooks. 3) lack of facilities in the language laboratory. 4) lack of environment, association, social, and culture in learning Arabic. 5) lack of self-support and motivation in learning Arabic. 6) influence of the first language (regional) and the second language (Indonesian). 7) Arabic learning time is short to 1 week. 8) a lot of Arabic material in one semester. 9) too many students in a class. 10) situation in the Arabic class is not conducive.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.224
Threshold uncertainty score0.287

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.017
GPT teacher head0.417
Teacher spread0.400 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it