... 2011.
c
2011 Association for Computational Linguistics
Subjectivity andSentimentAnalysisof Modern Standard Arabic
Muhammad Abdul-Mageed
Department of Linguistics &
School of Library & Info. ... Informatics
and Computing,
Indiana University,
Bloomington, USA,
mkorayem@indiana.edu
Abstract
Although SubjectivityandSentiment Analysis
(SSA) has been witnessing a flurry of novel re-
search, ... Morphologically-Rich Languages, Los An-
geles, CA.
J. Wiebe, R. Bruce, and T. O’Hara. 1999. Development
and use ofa gold standard data set for subjectivity clas-
sifications. In Proc. 37th Annual Meeting...
... study are shown in Fig. 2.
Asp140, Asp142, Glu144 and Asp215 were mutated indi-
vidually to asparagine and alanine, Tyr10 and Tyr214 were
replaced by Phe, and Ser93 was replaced by alanine. All
clones ... The
pK
a
of Asp140 is much lower than that of Asp142 and
Glu144 in all situations where all three residues are present
and the one proton shared by Asp140 and Asp142 appears
to remain on Asp142 ... glycosyl-
transferase elucidate catalysis in the alpha-amylase family. Nat.
Struct. Biol. 6, 432–436.
16. Terwisscha van Scheltinga, A. C., Armand, S., Kalk, K.H., Isogai,
A. , Henrissat, B. & Dijkstra,...
... engaged in a strategy that places the company
as major player in the regional mobile market place. With recent expansion into Nigeria, Rwanda,
Swaziland, Cameroon and Uganda, the MTN brand ... (FMO of the Netherlands, Development Bank of
Southern Africa and DEG of Germany) and US$120-million of senior debt from commercial
banks (Barclays Bank plc and the Standard Bank Group). EAIF has ... technical and financial
assistance directed towards national and regional capacity building, technology transfer on
mutually agreed terms, cooperation in R&D programmes and exchange of know-how.”...
... (Stratagene, La Jolla, CA,
USA). The primers used were: 5¢-TATATCATTCA
GGATTATTTG
TATCTTTTAGAATACGCTAAGGTG-3
¢ (forward, the mutagenesis codon underlined) and 5¢-TT
AGCGTATTCTAAAAG
ATACAAATAATCCTGAATGA
TATAAAAAC-3¢ ... enzyme assay for transglutaminase
activity. Anal Biochem 274, 141–144.
25 Gasteiger E, Hoogland C, Gattiker A, Duvaud S,
Wilkins MR, Appel RD & Bairoch A (2005) Protein
Identification andAnalysis ... of degradative enzymes,
such as the alkaline protease aprE, at the tran-
scriptional level [6] and, for that reason, TenA is often
classified as ‘putative transcriptional regulator’ (http://
au.expasy.org/).
A...
... SentimentAnalysisof
2012 U.S. Presidential Election Cycle
Hao Wang*, Dogan Can**, Abe Kazemzadeh**,
François Bar* and Shrikanth Narayanan**
Annenberg Innovation Laboratory (AIL)*
Signal Analysis ...
Preprocessing
e.g.,Tokenization
Match Tweet
to Candidate
Real-time
Twitter data
Throttle
Sentiment
Model
Aggregate by
Candidate
Visualization
Online
Human
Annotation
Recorded
data
116
Proceedings of the 50th Annual ... approach to do sentiment annotation on
in-domain political data.
To create a baseline sentiment model, we used
Amazon Mechanical Turk (AMT) to get as varied
a population of annotators as possible....
... 5¢-CCTGATCGACGCACGAGT-3¢ and GT1-R,
5¢-TTTTGCAAGTCATAGTAATCAGTTT-3¢ for GT-
cDNA1 (2150 bp); and GT2-F, 5¢-CACCAGCAACTAC
CTGATCGA-3¢ and GT2-R, 5¢-CACAAAATATGCTT
CCAAGTGC-3¢ for GT-cDNA2 (3043 bp).
Construction and ... A, 5¢-TGTC
AGTCCTGTACAAAGAC-3¢ and Primer B, 5¢-CAT
CAGGCTTCCCCATA-3¢. Gene-specific nested primers
for 3¢-RACE were: Primer C, 5¢-CCAGTGTCCCCAT
CATCAG-3¢ and Primer D, 5¢-GGCAATTTTAAA
GTCATTATGGCGCAAA-3¢. ... introns, and an
open reading frame (ORF) of 1599 bp encoding a poly-
peptide of 533 amino acids, with a predicted molecular mass
of 57 kDa anda pI of 8.34.
BLASTX
analysis showed that
the ORF shared...
... the forward primer 5¢-GG
AATTC
CATATGCAACCCACTCATACGCTAACAAG-3¢
(with the NdeI restriction recognition sequence underlined)
and the reverse primer 5¢-CG
GGATCCTTATTTTAATT
TTACCTGATTGAAGGTTGAG-3¢ ... recognition
sequences for cloning into pG58 was: 5 ¢-GCTACG
TTTAAAGCGATGATGAGACCAGAACCCCCACATCA
CG-3¢ (forward primer with DraI site underlined) and
5¢-CG
GAATTCTTAGTGACCGAGGCGGCCCCTGCC-3¢
(reverse primer ... crystallographic two-fold. The data and refinement
statistics are shown in Table 2. The Ramachandran plot
has 96.9% of the residues in the most favored region
and 3.1% in the additional allowed...
... local variables in formula and in tables:
Example:
Name : XXX (a, b)
Expression : 2 *a+ b
• Data base locking activated : Just one application can access the database at one
time to avoid ... functionality of load combinations (LCOMB). Please review existing data
(factors for “favourable” and “unfavourable”) after installation of latest version
• Modified consideration of “favourable” ... installation should be uninstalled and replaced by the Basic
installation and the single installation of RM2000 and GP2000.
Please always uninstall old program versions before installing a...
... Stress cables 2002 and 2003 i
n
one loading case
• Apply other ‘Unit Loading Cases
( stressing cables 2001 & 2004
and settlement at 100 and 300) as
separate loading cases.
• Use KASP to factor ...
Create Loads-
L
oad set
Create Load case
Stage - Action
Calc
Temp-Var
Specify the ad-
ditional Input
in RM2000
Repeat
Recalc
Recalculate/RM
If the deck has a variable ...
Choose AddCon and insert the ‘Additional
Constraint’ (Top table)
Insert the loading cases applicable to the
Constraint criteria. (Bottom Table)
Loading case 1 as FIXED – LCFIX with the
factor as...
... important structural properties are
• Material data
• Cross section data
• Variables
These data may be imported from the Standard Database or other existing Databases as
described in chap. ... Definition of loading and construction
stages.
"RECALC Definition of calculation parameters and start of the calculation.
"RESULTS Viewing of results and creating of output files (plots and ... internal database only at the
begin and end of each construction stage, and not at the begin and end of each action.
If “C+S variable direct” is set active, the program takes the variables for...
... the rational craftsman’s approach to war could
easily work against ideas of restraint in war, a point dramatically illu-
strated in India by the Arthas
´
astra of Kautilya. This was a manual of
statesmanship ... implications for international law of such a sharp
demarcation of the boundary between war and peace were immense. Most
outstandingly, it made the idea ofa state of war easy to envisage. In such
a ... formal declaration.
60
Nor, apparently, was it thought necessary to have
a formal declaration of war in the case of certain small-scale, one-off
operations ofa punitive character.
61
Declarations...