ImpaQ Ecosystem•Clarivate, Scopus & CORE Data
Clarivate WoS 2024 / 2025 Data
IMPAQ
Academic Intelligence • Manuscript Matcher

Paper Suggester (Journal & Conference Finder)

Paste your manuscript title & abstract to match against 40,000+ indexed international journals and 2,300+ academic conferences using scholarly NLP

Ready to Analyze Manuscript

Paste your abstract in the sidebar (or click 'Load Sample') and hit 'Analyze & Find Matches' to receive curated venue suggestions.

Or try with pre-curated sample abstracts:
AI & Computer Vision

Deep Dual-Attention Transformers for Multi-Modal Medical Image Segmentation

Cybersecurity & Software Engineering

Automated Smart Contract Vulnerability Detection via Graph Neural Networks and Symbolic Execution

Bioinformatics & Genomics

Single-Cell Transcriptomics Analysis of Tumor Microenvironment Dynamics Using Deep Variational Autoencoders

Technology & Reliability

Scholarly Manuscript Matching Engine

NLP Semantic Analysis

Machine learning models extract scholarly concepts and technical keywords to compute cosine similarity matching.

40,000+ Venues Indexed

Comprehensive coverage across Clarivate Impact Factor, WoS Quartiles (Q1–Q4), CAS tiers, and CORE conference ranks.

100% Manuscript Privacy

Abstracts are processed in-memory exclusively for the request session, never stored, cached, or used to train external models.

Frequently Asked Questions

Common questions about manuscript matching algorithms, data confidentiality, and academic metrics.

The tool uses natural language processing (NLP) to semantically analyze your paper title and abstract. It extracts domain concepts, technical keywords, and calculates cosine similarity across our database of 40,000+ Web of Science/Scopus journals and 2,300+ computer science conferences (CORE/CCF) to generate ranked match scores.

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