Knowledge-Aware-Search

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This wiki contains documentation for the Knowledge-Aware Search system developed by the Kno.e.sis Center in collaboration with the Center for Interventions, Treatment and Addictions Research (CITAR) as part of the PREDOSE project.

Overview

People

Delroy Cameron
Nishita Jaykumar
Gary A. Smith
Swapnil Soni
Gaurish Anand
Kera Z. Watkins
Amit P. Sheth

Framework

Ontology

Context Free Grammar

Terminals

Non-Terminals

Terminal Groups

Template Classes

Pronoun
Terminals i, me, you, she, her, he, him, it, we, us, you, they, them, this, that, these, those, my, your, his, her, its, our, your, their, mine, yours, his, hers, ours, yours, theirs, myself, ourselves, yourself, yourselves, himself, herself, itself, themselves, that, which, who, whom, whose, whichever, whoever, whomever
Terminal Groups Demonstrative Pronoun this, that, these, those
Personal Pronoun i, me, you, she, her, he, him, it, we, us, you, they, them
Possessive Pronoun my, your, his, her, its, our, your, their, mine, yours, his, hers, ours, yours, theirs
Reflexive Pronoun myself, ourselves, yourself, yourselves, himself, herself, itself, themselves
Relative Pronoun that, which, who, whom, whose, whichever, whoever, whomever

 

Route-of-Administration (ROA)
Terminal Groups enteral ate, chewing, drink, eat, insufflate, plug, plugged, smoke, smoked, sniff, snort
epidural inject, injected, injection
intraarterial IV, IVed, IV’ed, IVing, IV’ing, inject, injected, injection
intracardiac inject, injected, injection
intracerebral inject, injected, injection
intradermal IV, IV’ed, IVing, inject, injected, injection, sniff, snort, snorting, bumping, railing, doozing
intramuscular inject, injected, injection, skin poppin
intravenous IV, IVed, IV’ed, IVing, IV’ing, inject, injected, injection,
inhalational smoke, smokes, smoked, smoking,sniff, sniffed, sniffing,snort, snorted, snorting, bumping, railing, doozing
intraperitoneal inject, injected, injection
intrathecal inject, injected, injection
intraosseous infusion inject, injected, injection
nasal sniff, snort, snorting, bumping, railing, doozing
parenteral inject, injected, injection
transdermal patch, patches
Transmucosal snort, snorted, snorting,sniff, sniffed, sniffing,bumping, railing, doozing
topical patch, patches
subcutaneous inject, injected,injection


 

SideEffect
Terminal Groups Mild bruising, itching, tingling, changes in behavior, cold, cold hands, cold feet
Moderate abnormal vision, aggression, back pain, abdominal pain, leg pain, black stools, tarry stools,blisters, blistering, peeling of skin, blistering of skin, blood in urine, blood in stool, bloody stool, blue-green urine, orange-colored urine, bluish skin color, bluish-colored fingernails, bluish-colored lips, bluish-colored skin,blurred vision, decreased vision, vision problems,blurry vision, cloudy vision, rash, numbness, weakness in arms, weakness in legs, cellulitis, change in vision, changes in skin color, changes in vision, confusion, pus, swelling, coughing up mucus, dark colored urine
Severe abnormal heartbeat, bone pain, chest pain, chest discomfort, chest tightness, chills, coma, constant pain, convulsions, seizures, coughing up blood


 

Feeling
Terminals enteral ate, chewing, drink, eat, insufflate, plug, plugged, smoke, smoked, sniff, snort


 

Interval
Terminals enteral ate, chewing, drink, eat, insufflate, plug, plugged, smoke, smoked, sniff, snort


 

Dosage
Terminals enteral ate, chewing, drink, eat, insufflate, plug, plugged, smoke, smoked, sniff, snort


 

Intensity
Terminals enteral ate, chewing, drink, eat, insufflate, plug, plugged, smoke, smoked, sniff, snort

 

DrugForm
Terminals enteral ate, chewing, drink, eat, insufflate, plug, plugged, smoke, smoked, sniff, snort

Terminal Patterns

Template Patterns
1 PRONOUN:DOSAGE:DRUG:INTERVAL
2 PRONOUN:ROA:DOSAGE:DRUG
3 PRONOUN:DOSAGE:DRUG:ROA:INTERVAL
4 PRONOUN:DOSAGE:DRUG
5 PRONOUN:ROA:DOSAGE:INTERVAL
6 DRUG:ROA:DOSAGE
7 DRUG:DOSAGE:INTERVAL
8 DRUG:PRONOUN:DOSAGE
9 DOSAGE:SIDEEFFECT
10 DOSAGE:FEELING
11 DRUG:PRONOUN:ROA:DOSAGE
12 PRONOUN:DRUG:DOSAGE:INTERVAL
13 PRONOUN:DOSAGE:FEELING
14 PRONOUN:DOSAGE:SIDEEFFECT
15 DRUG:PRONOUN:DOSAGE:INTERVAL
16 PRONOUN:DRUG:INTERVAL:DOSAGE
17 PRONOUN:DOSAGE:DRUG:SIDEEFFECT
18 PRONOUN:INTENSITY:DRUG
19 INTENSITY:DRUG:DOSAGE:INTERVAL
20 INTENSITY:DRUG:DOSAGE:INTERVAL
21 PRONOUN:INTENSITY:FEELING
22 DRUG:PRONOUN:INTENSITY:DOSAGE
23 PRONOUN:DRUG:PRONOUN:DOSAGE
24 PRONOUN:DOSAGE:DRUG:FEELING
25 INTENSITY:DRUG:ROA:DOSAGE
26 DRUG:INTENSITY
27 DRUG:INTENSITY:DOSAGE
28 PRONOUN:INTENSITY:DOSAGE:INTERVAL
29 SIDEEFFECT:DOSAGE:PRONOUN
30 INTENSITY:DRUG
31 PRONOUN:ROA:DOSAGE:INTENSITY:DRUG
32 INTENSITY:DRUG:DOSAGE
33 PRONOUN:DRUG:INTENSITY
34 PRONOUN:PRONOUN:DOSAGE:INTERVAL
35 PRONOUN:DOSAGE:DRUG:DOSAGE:INTERVAL
36 PRONOUN:INTENSITY:DRUG:INTENSITY:DRUG
37 PRONOUN:DOSAGE:DRUG:ROA
38 PRONOUN:DOSAGE:INTERVAL
39 PRONOUN:SIDEEFFECT:INTENSITY
40 DRUG:INTERVAL:SIDEEFFECT
41 PRONOUN:DOSAGE:DRUG:DRUGFORM
42 DRUG:SIDEEFFECT
43 DRUG:VERB:DRUG
44 PRONOUN:DOSAGE:DRUGFORM
45 PRONOUN:VERB:DRUG
46 DRUG:VERB
47 INTERVAL:DRUG
48 DOSAGE:DRUG
49 PRONOUN:DOSAGE:PRONOUN
50 DOSAGE:DRUG:SIDEEFFECT
51 SIDEEFFECT:DRUG
52 SIDEEFFECT:DOSAGE
53 DRUG:DOSAGE:DRUG
54 DRUG:DRUG
55 PRONOUN
56 PRONOUN:DOSAGE

Corpus

Annotations

SystemT

Annotation Query Language

Human Readable AQL Queries

Search System

Evaluation

Funding

This project is sponsored by the National Institutes of Health (NIH) Grant No. R21 DA030571-01A1 awarded to the Ohio Center of Excellence in Knowledge-enabled Computing (Kno.e.sis) and the Center for Treatment, Interventions and Addictions Research (CITAR) titled “A Study of Social Web Data on Buprenorphine Abuse using Semantic Web Technology.” Any opinions, findings, conclusions or recommendations expressed in this material are those of the investigator(s) and do not necessarily reflect the views of the National Institutes of Health.

Contact: Delroy Cameron