hi to all member, i am student in bachelor of science (hons) information system engineering , now in semester 5 .. this semester i have to prepare a proposal for my final year project regarding my course field in information system engineering (ISE) .. which is requisite for me to finish it for my certification in my degree.. i wish member here could give some concern on my problem . thanks !

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A good final-year proposal is less about the buzzword and more about a clear problem, a realistic plan to solve it, and a measurable way to show you improved on what already exists. Given ’s list of common systems and ’s warning about repetition, pick a narrow, real-world problem you can access data for and add one focused novelty (better algorithm, data-driven insight, automation, or a usable dashboard). Keep the scope tight: deliver a solid MVP plus one “stretch” contribution to demonstrate originality.

What to put in the proposal (concise, concrete): Title and 150–200 word abstract; background and a crisp problem statement; one main aim and 3–5 specific, measurable objectives; scope and exclusions; methodology (data sources, modules, algorithms, interfaces, testing plan); evaluation (metrics, baselines, how you’ll measure success); resources and a milestone schedule; risks and mitigations; expected deliverables (dataset, code/notebook, report, demo). Give concrete acceptance criteria (e.g., “generate conflict-free timetable for 5 classes within 30s” or “model explains ≥30% variance in scores”).

Notes tied to existing replies: to avoid the “been done” trap mentions, show novelty by (a) using real data or a realistic simulated dataset, (b) comparing against a simple baseline, and (c) evaluating with quantitative metrics or small user testing. For supervisors who expect implementation, describe an MVP and keep complex extras as optional.

Targeted guidance for questions raised here:

  • For timetable systems (replying to ): decompose into constraints (availability, qualifications, rooms, periods), a solver component (constraint/optimization or heuristic), an admin interface, and reporting. Define success as zero hard-constraint violations and a measured improvement on soft constraints.
  • For regression work (replying to ): define the dependent variable (score/GPA or pass/fail), choose a limited set of predictors, plan data collection and anonymization, do EDA, fit appropriate models (linear, logistic, or multilevel for nested data), check diagnostics (VIF, residuals, heteroscedasticity), and validate with cross‑validation. Deliver a cleaned dataset, analysis notebook (R/Python), diagnostics, and actionable recommendations.

Recommended Answers

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hi.. you can do one of following project as your final year project

Web Base Project - using html, css, javascript, php, ajax, xml, mysql
Management Information System - using Java
School Management System - using Java
Hotel Management Information System - using Java
Teacher's Timetable System for your school
Library System for your country..... like wise...

further information : <EMAIL AND OTHER CONTACT DETAILS SNIPPED>

hiii
i'm currently do in final year in computer science. cn u explane more widely in this topics. because i need to get clear idea about this topics. plss explane what is the teachers time table??? how it can do???? what are the component we need to do in this topic.....txxxxx

my name email is <EMAIL SNIPPED>

failing to specify what language and technology you prefer, you just lost 80% of forum audience

no innovation just repeating what was already done and teachers had to mark years before. In doing so you are putting students in difficult situation being compared with same project idea done previously and often better. Creativity, innovation with use of additional technologies not touch at school is the high score project

@pasindu pathira spelling laziness will not be tolerated. No personal research and ability to assets technology on your own trying to find out how easy/hard will be to add and use these technologies and ideas in your project will be your downfall.

i need proposal on my project topic(factors that affects student low performance) using regression analysis

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