Adaptive learning
System adjusting difficulty and content based on student performance. SLAtech Edu's quiz engine generates difficulty-adjusted questions based on the student's prior performance.
LMS, SIS, FERPA, COPPA, LTI, xAPI, quiz / rubric / syllabus, cohort, tutor / office hours, gradebook, plagiarism detection, adaptive learning, microlearning, MOOC — each defined in plain English for SLAtech Edu. See also the FAQ and the compliance glossary.
System adjusting difficulty and content based on student performance. SLAtech Edu's quiz engine generates difficulty-adjusted questions based on the student's prior performance.
Student participation tracking. SLAtech Edu can read attendance from the LMS and surface attendance status to students.
Children's Online Privacy Protection Act (US, 1998). Restricts collection of personal information from children under 13 without parental consent. SLAtech Edu products are not directed to children under 13 without upstream school-side consent workflow.
Group of students progressing together through a course or programme. SLAtech Edu's assistant can route cohort-specific announcements and Q&A.
Multi-hop reasoning chain across course prerequisites (e.g. CS-201 requires CS-101 which requires Math-100). SLAtech Edu's assistant walks the prereq graph to recommend course sequences; generic chatbots dump the full catalog without ordering.
Structured plan of course content, learning objectives, schedule. SLAtech Edu's assistant surfaces syllabus answers to student questions instantly — "When's the midterm", "What's the textbook".
Submission deadline for assignments. SLAtech Edu's assistant surfaces upcoming deadlines in reminders and handles deadline-related student queries ("When is my essay due".
Last day to register for a term, drop courses without financial penalty, or secure a scholarship slot. SLAtech Edu quotes program-specific deadlines + early-bird discount cutoffs + late-fee schedules from authoritative source. Generic chatbots quote one generic deadline.
US application for federal student financial aid. Structured intake captures household income, dependency status, family size. SLAtech Edu's financial-aid intake completes a structured FAFSA-eligibility checklist; generic chatbots collect contact-info only.
Family Educational Rights and Privacy Act (US, 1974). Restricts disclosure of student education records. SLAtech Edu contracts include FERPA school-official designation language where applicable; PII redacted at ingest.
US law protecting student-education records. Restricts disclosure of GPA, financial-aid status, or behavioural records without identity-verification. SLAtech Edu ships a FERPA-aware identity-verification step before disclosing protected records; generic chatbots over-disclose on impersonation attempts.
Aggregate student grade record. SLAtech Edu's assistant can surface a student's current grade calculation on demand — "What grade am I getting in biology" — after FERPA-conformant authentication.
Software hosting course content, assessments and student progress: Moodle, Canvas, Blackboard, Google Classroom, Schoology. SLAtech Edu integrates with major LMSs via LTI 1.3 to surface course-specific context.
IMS standard for embedding third-party tools in an LMS. SLAtech Edu's assistant is LTI 1.3-compliant — can be deployed inside Moodle, Canvas, Blackboard course pages with single-sign-on.
Free or low-cost online course (Coursera, edX, Khan Academy). SLAtech Edu can power MOOC student Q&A at scale — a single assistant serving thousands of concurrent learners.
Bite-size educational content (2-5 minutes per lesson). SLAtech Edu's assistant delivers microlearning prompts via Telegram / WhatsApp Business — daily quiz, weekly recap.
Instructor-held time slots for student questions. SLAtech Edu's assistant bridges asynchronous Q&A between office hours and surfaces office-hour booking to students.
Software identifying copied content in student submissions (Turnitin, Copyleaks). SLAtech Edu's assistant can surface plagiarism-policy guidance to students preparing submissions.
Evaluation of student knowledge. SLAtech Edu's assistant can generate randomised practice quizzes from ingested course content — drives both Q&A and self-test loop.
Structured grading criteria. SLAtech Edu's assistant can surface a rubric to students before submission and flag essay drafts against the rubric prior to instructor review.
System of record for student demographics, enrolment, grades, transcripts. SLAtech Edu can pull SIS data to contextualise assistant answers ("What's my next assignment") after appropriate FERPA designation.
University's operational system of record for enrollment, grades, financial aid, registrar functions. Examples: Banner (Ellucian), Workday Student, PeopleSoft. SLAtech Edu integrates with SIS APIs to quote enrollment deadlines + course schedules; generic chatbots dump the full catalog.
Synchronous = live (lecture, video call, study group). Asynchronous = on-demand (recorded video, reading, quizzes). SLAtech Edu's assistant is asynchronous-native, complementing synchronous via reminder and Q&A loop.
Human instructor providing personalised guidance. SLAtech Edu's assistant does NOT replace tutors — handles routine Q&A so tutors focus on substantive learning conversations.
Activity-tracking specification recording learning events ("started course", "completed quiz"). SLAtech Edu emits xAPI statements to LRSs (Learning Record Stores) for cross-platform analytics.
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