1. A text processing system, comprising:
a text clustering component configured to cluster sub-document linguistic units of a plurality of relevant documents into clusters;
a sentiment analyzer configured to attribute a sentiment to the linguistic units; and
a report generator configured to identify linguistic units and generate a report based on the clusters and based on the sentiment attributed to the linguistic units.
2. The text processing system of claim 1 and further comprising:
a document identifying engine configured to identify the plurality of relevant documents from among a group of documents larger than the plurality of relevant documents.
3. The text processing system of claim 1 wherein the sentiment analyzer is configured to attribute the sentiment to the linguistic units after the linguistic units are clustered by the text clustering component.
4. The text processing system of claim 3 wherein the sentiment analyzer is configured to calculate a representative sentiment for each cluster.
5. The text processing system of claim 1 wherein the sentiment analyzer is configured to attribute the sentiment to the linguistic units before the linguistic units are clustered.
6. The text processing system of claim 5 wherein the sentiment analyzer is configured to calculate a representative sentiment for each cluster.
7. The text processing system of claim 1 and further comprising:
a display component displaying data indicative of the clusters and the sentiment attributed to the linguistic units.
8. The text processing system of claim 7 and further comprising:
a user feedback component configured to receive a user correction input indicative of a user correction to the data displayed.
9. The text processing system of claim 8 wherein the user feedback component is configured to receive the user correction input as a sentiment correction input indicative of a user correction to sentiment attributed to a linguistic unit.
10. The text processing system of claim 9 wherein the user feedback component is configured to provide the user correction as training data to a machine learning process for training the sentiment analyzer.
11. The text processing system of claim 1 wherein the sentiment analyzer strained using a machine learning process based on features extracted from training data, the features including a set of most salient features.
12. The text processing system of claim 11 wherein the most salient features used in training the sentiment analyzer are removed from use in the clustering engine.
13. The text processing system of claim 11 wherein the sentiment analyzer is trained iteratively on a combination of human-annotated and automatically annotated data.
14. The text processing system of claim 1 wherein the text clustering component comprises a subject matter clustering component configured to cluster the linguistic units based on predefined subject matter.
15. The text processing system of claim 1 wherein the text clustering component is configured to intermittently re-cluster relevant documents including new relevant documents to obtain new clusters.
16. The text processing system of claim 15 wherein the sentiment analyzer is configured to attribute a sentiment to new linguistic units in the new relevant documents.
17. The text processing system of claim 16 wherein the sentiment analyzer is configured to calculate a representative sentiment associated with each new cluster.
18. The text processing system of claim 17 wherein the report generator is configured to report changes in the representative sentiment attributed to the clusters over time.
19. The text processing system of claim 1 and further comprising:
a relevant document data store storing the relevant documents, and wherein the relevant document data store is configured to receive cluster information indicative of the clusters calculated by text clustering component and sentiment information indicative of the sentiment attributed to the linguistic units by the sentiment analyzer.
The claims below are in addition to those above.
All refrences to claim(s) which appear below refer to the numbering after this setence.
1. An orbital hydroponicaeroponic unit comprising:
a housing contained within a structural frame;
said housing defined by a pair of fixed rings, one situated at each longitudinal ends of said housing, and a shell;
a rotating ring contained within each fixed ring;
outer diameter of each fixed ring being held together by way of a shell:
a drum inside said housing defining a chamber;
a roots compartment defined as space between the inside of said shell and the outside of said drum;
a hatch configured and sized to fit within an inner opening of said rotating ring to seal said chamber and provide access to it;
a light source container at the center of said hatch containing a light source;
said housing having several openings comprising an air intake port;
an air outlet port to provide circulation to incoming air
nutrients intake port directed at said roots compartment;
chamber nutrients intake port to provide nutrients inside said chamber;
said hatch having a hinge structure to hingedly attach said hatch to said fixed ring;
said shell being applied onto tie rods and tightening nuts on filleted ends of said tie rods presses said fixed rings against said shell which is guided into grooves carved into the interior face of said fixed rings and messed on O-rings.
2. An orbital hydroponicaeroponic unit as in claim 1 wherein: said fixed ring and said rotating ring interfacing by way of tongue and groove wherein said tongue being on said fixed ring.
3. An orbital hydroponicaeroponic unit as in claim 1 wherein:
said drum consisting of a plurality of parallel planks having a plurality of holes into which plants or seedlings are put in and said planks being set at the outer circumference of rotating ring when plants are large;
and said planks being set at the inner circumference of said rotating ring when plants are small or seedlings.
4. An orbital hydroponicaeroponic unit as in claim 3 wherein:
spacer planks with no said holes fill in spacing between said planks.
5. An orbital hydroponicaeroponic unit as in claim 4 wherein:
said drum consisting of a plurality of parallel planks having a plurality of holes and spacer planks with no said holes fill in spacing between said planks;
said planks and said spacer planks having attachment means to releasably attach them to the interior faces of said rotating rings.
6. An orbital hydroponicaeroponic unit as in claim 3 wherein:
said planks set at both the inner circumference and the outer circumference of said rotaing ring.
7. An orbital hydroponicaeroponic unit as in claim 1 wherein: a rotation motor inducing rotational speed to said drum by actuating a drive shaft by way of a shaft actuating means in turn driving a pair of rotating means;
said rotating means circumferencially engaging a rotating means ring situated at the inner diameter of said rotating ring.
8. An orbital hydroponicaeroponic unit as in claim 7 wherein:
said rotating means ring being a large gear.
9. An orbital hydroponicaeroponic unit as in claim 7 wherein:
an actuating means being generally in the form of chains and connecting by way of gears.
10. An orbital hydroponicaerponic unit as in claim 7 wherein:
said actuating means being generally in the form of belts and connecting by way of pulleys.
11. An orbital hydroponicaeroponic unit as in claim 7 wherein:
braces hold said fixed rings to said structural frame
12. An orbital hydroponicaeroponic unit as in claim 7 wherein:
said structural frame having said rotation motor and drive shaft attachment means fixedly attached to it.
13. An orbital hydroponicaeroponic unit as in claim 1 wherein:
each hatch has a light source container.