Abstract: In an embodiment, a method includes presenting, on a display, sample text in a given language to a user. The method further includes recording eye fixation times for each word of the sample text for the user and recording saccade times between each pair of fixations of the sample text. The method further includes comparing features of the gaze pattern of the user to features of a gaze pattern of a plurality of training readers. Each training reader (e.g., training user) has a known native language. The method further generates a probability of at least one an estimated native language of the user based on the results of the comparison.

Abstract: In an embodiment, Applicant's method can automatically determine proficiency in a given language by tracking a user's gaze during reading a sample text. The language proficiency test includes reading sentences in a language (e.g., a language to the user's native language). The user's, or learner's, gaze is recorded using an eye-tracking camera while they read the sample text. Applicant's method and corresponding system predicts the language proficiency of the learner based on their gaze patterns. Applicant's method and corresponding system can also predict performance on specific standardized language proficiency tests such as Michigan EPT (Michigan English Proficiency Test), TOEIC® (Test of English for International Communication®), and TOEFL® (Test of English as a Foreign Language®).

Abstract: In an embodiment, Applicant's method can automatically determine proficiency in a given language by tracking a user's gaze during reading a sample text. The language proficiency test includes reading sentences in a language (e.g., a language to the user's native language). The user's, or learner's, gaze is recorded using an eye-tracking camera while they read the sample text. Applicant's method and corresponding system predicts the language proficiency of the learner based on their gaze patterns. Applicant's method and corresponding system can also predict performance on specific standardized language proficiency tests such as Michigan EPT (Michigan English Proficiency Test), TOEIC® (Test of English for International Communication®), and TOEFL® (Test of English as a Foreign Language®).

Abstract: In an embodiment, a method includes presenting, on a display, sample text in a given language to a user. The method further includes recording eye fixation times for each word of the sample text for the user and recording saccade times between each pair of fixations of the sample text. The method further includes comparing features of the gaze pattern of the user to features of a gaze pattern of a plurality of training readers. Each training reader (e.g., training user) has a known native language. The method further generates a probability of at least one an estimated native language of the user based on the results of the comparison.