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I will create a sota matrix and 3 novelty ideas for computer science research
Ipung Purwono
About this gig
Are you a Masters student or PhD candidate struggling to identify a clear research gap and defensible novelty in Computer Science or Artificial Intelligence?
I will conduct evidence-based literature mapping and provide three potential novelty directions for your research.
You will receive:
- An Excel State of the Art Matrix
- Literature mapping from reputable international journals
- Article titles, years, methods, datasets, metrics, findings, limitations, DOI, and source links
- Screening of journal and source status at the delivery date
- A PDF presentation covering the State of the Art, research gaps, and three novelty ideas
- Optional recommendations for datasets, baseline methods, evaluation metrics, and target journal scope
This service is suitable for Masters theses, PhD research planning, dissertation topic refinement, and early-stage journal research.
The deliverables provide research guidance and evidence mapping. I do not write theses, dissertations, research proposals, or manuscripts on behalf of clients, and I do not guarantee publication or acceptance in Scopus Q1 journals.
Delivery style preference
Please inform the freelancer of any preferences or concerns regarding the use of AI tools in the completion and/or delivery of your order.
Get to know Ipung Purwono
Ipung Purwono
Informatics Lecturer and Researcher
- FromIndonesia
- Member sinceJun 2026
Languages
English, Indonesian
I help researchers, lecturers, graduate students, and R&D teams turn computer science and AI ideas into reproducible analyses, validated models, and functional web or mobile prototypes. My expertise includes Python, machine learning, deep learning, computer vision, data visualization, APIs, dashboards, and rapid AI-assisted development. As an informatics lecturer and Scopus-indexed journal reviewer, I also support novelty mapping, gap analysis, quantitative research design, experiment planning, and journal-fit screening. All deliverables are ethical, documented, and reproducible.
My Portfolio
FAQ
Can you guarantee publication in a Scopus Q1 journal?
No. I provide evidence mapping, novelty consultation, and journal-fit guidance. Publication depends on research execution, data quality, manuscript quality, editorial assessment, and peer review.
Will I receive three novelty ideas?
The number and depth of novelty ideas depend on the package you select. Please review the package details before ordering. Each novelty idea will be supported by relevant literature, identified research gaps, and an assessment of its potential contribution.
Are all sources taken from Scopus-indexed journals?
I prioritize reputable international journal articles that are relevant to the topic. Indexing and journal status are screened using the information available at the delivery date.
Will all articles come from Elsevier journals?
Not necessarily. The evidence matrix may include relevant journals from reputable publishers. Elsevier journal alignment can be prioritized when it is scientifically appropriate.
Do you provide the full PDF files of journal articles?
No. I provide citations, DOI information, and lawful source links. Full-text availability depends on the publisher and the client’s institutional access.
Can you write my research proposal or paper?
No. This service does not include ghostwriting, manuscript writing, research proposal writing, or publication submission. The deliverables support your own research planning and decision-making.
What does non-discontinued mean?
The journal or source is screened against available indexing and publisher information at the time of delivery. Journal indexing, quartiles, and publication policies may change later.
What counts as a revision?
A revision covers corrections or clarification of the delivered analysis. Changing the main topic, research domain, population, or methodological direction requires a new order or custom offer.
Can you work on any computer science topic?
I cover artificial intelligence, machine learning, deep learning, computer vision, data science, information systems, software engineering, and related quantitative topics. Highly specialized topics must be discussed before ordering.
Can I request a custom number of articles?
Yes. A custom offer can be prepared for broader topics, systematic evidence mapping, additional databases, or more than 40 articles.
