Although small compared with Google and Yahoo! directories, these collections are human-selected, evaluated and useful for academic research:
- BUBL – Dewey Decimal organization of subjects and topics.
- Infomine – Largest directory of this group.
- ipl2 – Merges the "Internet Public Library" and "Librarian's Index to the Internet".
- WWW Virtual Library