Download ROAD MAP KK INFORMATIKA Roadmap penelitian berkaitan

ROAD MAP KK INFORMATIKA
Roadmap penelitian berkaitan dengan penelitian lain di KK Informatika, khususnya dalam topik Intelligent
Information Retrieval. Roadmap lengkap dapat dilihat pada tabel berikut:
Topik Besar
2012
2013
2014
2015
2016
Recommeder Systems for eCommerce Products
Intelligent
Information
Retrieval
Information
Extraction from
unstructur ed
data stream
Online
Sentiment
Analysis
Algorithm
Text classification and clustering for
unstructured data stream
Text Mining
Distributed
Systems &
Computing
Text classification + information extraction
for UMKM product document clustering,
non factoid QA (Indonesian)
CUDA GPU
Computing
CFD Optm.
(Cluster based)
Unified
Messaging
Systems
Scalable & High Performance Unified
Messaging Systems
Fingerprint
Matching
Multi Agent
System
Multi agent with
reinforcement
learning in each
agent
Opinion
Summariza
tion for ECommerce
Product
Recommender
system for UMKM
product
CUDA GPU
Computing –
CFD Optimiza
tion
Data Replication
on Distributed
Digital Learning
Opinion
Mining and
Extraction
for ECommerce
Product
CUDA GPU
Comp – App.
for Bio
informatics
Mobile Digital Learning
Scalable & High Performance
Fingerprint Matching
Multi Agent
Communication
Multi Agent
Negotiation
Improve
reinforcement
learning in each
agent
1
Computational
Linguistics
(Corpus &
Tools)
Corpus: topic sentence (English),
rhetorical sentence (Eng), RDP (Eng),
pos-tagged (Ina); NLP Tools: pos tagger
(Indonesia), parser (syntactic, Indonesia)
Corpus: extended abstract (English),
sentence tree tagged (Ina); NLP Tools:
parser (statistical based, Indonesia),
morphologically analyzer (Indonesia),
spelling checker (Indonesia)
Inference engine
for handwriting
recognition
Image
Recognition
handwriting data
collection
Intelligent
Tutoring
System
Basic ITS (student model, expert model),
General Essay Scoring
Examination
Generator and
Evaluator for Essay
Understanding
Data Source: Lexicon, Language Model,
Acoustic Model; Speech Recognizer
Dictation, Voice
Command,
Pronunciation
Evaluator
Speech
Recognizer
Indonesian
Thesaurus
2