Reblogging: A freely available, open source taxonomy and autoclassification tool

Clade – a freely available, open source taxonomy and autoclassification tool

by Charlie Hull at Flax (

One way to manage digital information is to classify it into a series of categories or a heirarchical taxonomy, and traditionally this was done manually by analysts, who would examine each new document and decide where it should fit. Building and maintaining taxonomies can also be labour intensive, as these will change over time (for a simple example, just consider how political parties change and divide, with factions appearing and disappearing). Search engine technology can be used to automate this classification process and the taxonomy information used as metadata, so that search results can be easily filtered by category, or automatically delivered to those interested in a particular area of the heirarchy.

We’ve been working on an internal project to create a simple taxonomy manager, which we’re releasing today in a pre-alpha state as open source software. Cladelets you import, create and edit taxonomies in a browser-based interface and can then automatically classify a set of documents into the heirarchy you have defined, based on their content. Each taxonomy node is defined by a set of keywords, and the system can also suggest further keywords from documents attached to each node.

This screenshot shows the main Clade UI, with the controls:

A – dropdown to select a taxonomy
B – buttons to create, rename or delete a taxonomy
C – the main taxonomy tree display
D – button to add a category
E – button to rename a category
F – button to delete a category
G – information about the selected category
H – button to add a category keyword
I – button to edit a keyword
J – button to toggle the sense of a keyword
K – button to delete a keyword
L – suggested keywords
M – button to add a suggested keyword
N – list of matching document IDs
O – list of matching document titles
P – before and after document ranks

Clade is based on Apache Solr and the Stanford Natural Language Processing tools, and is written in Python and Java. You can run it on on either Unix/Linux or Windows platforms – do try it and let us know what you think, we’re very interested in any feedback especially from those who work with and manage taxonomies. The README file details how to install and download it.


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