CP7018 LANGUAGE TECHNOLOGIES SYLLABUS FOR M.E COMPUTER SCIENCE AND ENGINEERING REG 2013 SEMESTER 2

CP7018 LANGUAGE TECHNOLOGIES SYLLABUS
M.E. COMPUTER SCIENCE AND ENGINEERING

SEMESTER II
OBJECTIVES:
 To understand the mathematical foundations needed for language processing
 To understand the representation and processing of Morphology and Part-of Speech Taggers
 To understand different aspects of natural language syntax and the various methods used for processing syntax
 To understand different methods of disambiguating word senses
 To know about various applications of natural language processing
 To learn the indexing and searching processes of a typical information retrieval system and to study NLP based retrieval systems
 To gain knowledge about typical text categorization and clustering techniques

UNIT I INTRODUCTION
Natural Language Processing – Mathematical Foundations – Elementary Probability Theory – Essential information Theory - Linguistics Essentials - Parts of Speech and Morphology – Phrase Structure – Semantics – Corpus Based Work.

UNIT II WORDS
Collocations – Statistical Inference – n-gram Models – Word Sense Disambiguation – Lexical Acquisition.

UNIT III GRAMMAR
Markov Models – Part-of-Speech Tagging – Probabilistic Context Free Grammars - Parsing.

UNIT IV INFORMATION RETRIEVAL
Information Retrieval Architecture – Indexing - Storage – Compression Techniques – Retrieval Approaches – Evaluation - Search Engines - Commercial Search Engine Features – Comparison - Performance Measures – Document Processing - NLP based Information Retrieval – Information Extraction.

UNIT V TEXT MINING
Categorization – Extraction Based Categorization – Clustering - Hierarchical Clustering - Document Classification and Routing - Finding and Organizing Answers from Text Search – Text Categorization and Efficient Summarization using Lexical Chains – Machine Translation - Transfer Metaphor - Interlingual and Statistical Approaches.

OUTCOMES:
Upon completion of the course, the students will be able to
 Identify the different linguistic components of given sentences
 Design a morphological analyser for a language of your choice using finite state automata
concepts
 Implement a parser by providing suitable grammar and words
 Discuss algorithms for word sense disambiguation
 Build a tagger to semantically tag words using WordNet
 Design an application that uses different aspects of language processing.

REFERENCES:
1. Christopher D.Manning and Hinrich Schutze, “ Foundations of Statistical Natural Language Processing “, MIT Press, 1999.
2. Daniel Jurafsky and James H. Martin, “ Speech and Language Processing” , Pearson, 2008.
3. Ron Cole, J.Mariani, et.al “Survey of the State of the Art in Human Language Technology”,cambridge University Press, 1997.
4. Michael W. Berry, “ Survey of Text Mining: Clustering, Classification and Retrieval”, Springer Verlag, 2003.
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PHP COOKIE CREATION - PHP LESSON 22 STUDENTSBLOG100

PHP COOKIES:
Cookies are small files which will be stored in local computer.

PHP COOKIE SYNTAX:
setcookie(name, value, expire, path, domain, secure, httponly);

Name(Required)
The name of the cookie.

Value(Optional)
The value of the cookie. Assuming the name is 'cookiename', this value is retrieved through $_COOKIE['cookiename']

Expire(Optional)
The time the cookie expires.
.
Path(Optional)
The path on the server in which the cookie will be available on. If set to '/', the cookie will be available within the entire domain. If set to '/foo/', the cookie will only be available within the /foo/ directory and all sub-directories such as /foo/bar/ of domain. The default value is the current directory that the cookie  is being set in.

Domain(Optional)
The domain that the cookie is available to. Setting the domain to 'www.example.com' will make the cookie available in the www subdomain and higher subdomains. Cookies available to a lower domain, such as 'example.com' will be available to higher subdomains, such as 'www.example.com'.

Secure(Optional)
Indicates that the cookie should only be transmitted over a secure HTTPS connection from the client. When set to TRUE, the cookie will only be set if a secure connection exists. On the server-side, it's on the programmer to send this kind of cookie only on secure connection (e.g. with respect to $_SERVER["HTTPS"]).

httponly(Optional)
When TRUE the cookie will be made accessible only through the HTTP protocol. This means that the cookie won't be accessible by scripting languages, such as JavaScript.

PHP COOKIE CREATION PROGRAM:

Lesson 21  Previous | Main Page | Next  Lesson 23

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PHP DESTROY OR UNSET SESSION - PHP LESSON 21 STUDENTSBLOG100

There are two methods to clear php session variables. Mostly programmers use session_unset() method to clear session data.  

PHP SESSION UNSET SYNTAX:

session_unset(); Frees all session variables
PHP SESSION DESTROY SYNTAX:
session_destroy(); Destroys all data registered to a session
We suggest you to use session_unset method to unset all session variables.

Have doubt in session creation refer our previous tutorial "How to create PHP sessions"

PHP SESSION UNSET PROGRAM:

OUTPUT:
If the session was cleared, then the output will be "Session cleared successfully" else "Session was not cleared"

Lesson 20  Previous | Main Page | Next Lesson 22

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Summer Internship Program 2015 in SRM UNIVERSITY,CHENNAI

Event Name : Summer Internship Program 2015
Event Type : Internship Cum Training Program
Event Date: 22nd - 29th june 2015
College Name : SRM UNIVERSITY,CHENNAI
Summer Internship Program 2015
Summer Internship Program 2015
Important Dates:
Registration Starting Date: 26th April 2015
End Date: 20th June 2015

Organizer Details:
ALL DEPARTMENTS, all department students can participate

EVENTS:

  • Topics for Summer Internship Program 2015
  • Basic + Advanced Robotics & Embedded Systems
  • QuadCopter - The UAV (Similar to 3 idiot's movie)
  • Raspberry Pi (B+) - The Credit Card Size Computer
  • 5Days training for School student (Robo Camp)
  • 3D Game and Adv Android App Design
  • 3D Printer
  • Civil Engineer (Bridge design + GIS + Tall Building)
  • IC Engine with CATIA (Complete HandsON)
WEB Address:
http://www.arkinternship.com

FB Address:
https://www.facebook.com/ArkTechnosolutions

Contact Information:
ARK Technosolutions
SIP 2015
09769172667
022 65507626/27/28/29/30


Event Address:
SRM UNIVERSITY,CHENNAI

Additional Informations:
ARK technosolutions would like to introduce Summer Internship cum training program 2015.

For Students:
This Internship program is purely based on selection basis. We will call you for telephonic interview once your details are filled.

The selection process for the internship program is as follows

Stage 1 : Register Yourself
Stage 2 : Clear Interview
Stage 3 : Payment of fees and attend the training program
Stage 4 : Score in the exam and get "Certificate of Achievement"


Topics for Summer Internship Program 2015
QuadCopter - The UAV (Similar to 3 idiot's movie)
Raspberry Pi (B+) - The Credit Card Size Computer
5Days training for School student (Robo Camp)
3D Game and Adv Android App Design
3D Printer
Civil Engineer (Bridge design + GIS + Tall Building)
IC Engine + Catia
Pre booking starts today, so hurry up and register yourself to grab this opportunity The first batch will begin by MAY 22.

DURATION- 7-10 days

Fees :-
Note: Registration is FREE
08424040224
022 65507626/27/28/29/30

Registration Link
http://goo.gl/fsnOhv
Email: arknrcindia@gmail.com
Mobile number: 8424040223 (Verified by Click.in)


Submitted by : ARK Technosolutions

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TNEA 2015 LIST APPLICATION FORM ISSUE CENTRES | ENGINEERING ADMISSION FORM ISSUE CENTERS IN TAMILNADU

District
Centres



















 










District
Centres
Ariyalur
University College of Engineering,                Ariyalur – 621 704.  
Pudukkottai
Govt. Arts College for Women (Autonomous),    Pudukkottai – 622 001.  
Chennai
Centre for Entrance Examinations & Admissions, Anna University, Chennai – 600 025.
Government Polytechnic College,                 Aranthangi – 614 616.  
Madras Institute of Technology,  Chrompet, Chennai – 600 044.
Ramanathapuram
Government Arts College for Women, Ramanathapuram – 623 501.
Government Polytechnic College, 
Purasawalkam, Chennai – 600 012.
Salem
Government College of Engineering,          Salem – 636 011.  
Bharathi Govt. Women’s College (Autonomous), Broadway, Chennai – 600 108.
Government Arts College for Women,        Salem – 636 008.  
Coimbatore
Regional Office – Anna University, Coimbatore Region, Jothipuram, Coimbatore – 641 047.
Arignar Anna Government Arts College,      Athur – 636 121.  
Government College of Technology,
Thadagam Road, Coimbatore – 641 013.  
Sivagangai
Government Arts College for Women, Sivagangai – 630 561.
Government Polytechnic College for Women, Gandhipuram, Coimbatore – 641 044.  
A.C. College of Engineering & Technology,    Karaikudi – 630 004.  
Government Polytechnic College for Men,  Aerodrome Post, Coimbatore – 641 014.  
Thanjavur
Kunthavai Naacchiyaar Govt. Arts College for
Women (Autonomous),                         Thanjavur – 613 007.  
Cuddalore
Padalesuwarar Polytechnic College,                Cuddalore – 607 001.  
Government Arts College (Autonomous), Kumbakonam – 612 001.  
Muthiah Polytechnic College, Annamalai Nagar, Chidambaram – 608 002.
The Nilgiris
Government Polytechnic College,                     The Nilgiris – 643 006.
University College of Engineering,                   Panruti – 607 106.
Theni
Thangam Muthu Polytechnic College, Periyakulam – 625 604.  
Dharmapuri
Government Arts College,                Dharmapuri – 636 705.  
Cardamom Planters Association College, Bodinayakanur – 625 513.  
Dindigul
University College of Engineering,                 Dindigul – 624 622.
Tiruvallur
Murugappa Polytechnic College, Avadi, Chennai – 600 062.
Arulmigu Palani Andavar Polytechnic College for Men, Palani – 624 601.  
Tiruvannamalai
Government Arts College,           Tiruvannamalai – 606 603.  
 Erode
Institute of Road and Transport Technology, Erode – 638 316.  
Tiruvarur
Thiru-vi-ka Government Arts College,    Tiruvarur – 610 003.  
Chikkaiah Naicker College, Erode – 638 004.  
Thoothukudi
University VOC College of Engineering,            Thoothukudi – 628 008.
Kancheepuram
University College of Engineering, Kancheepuram – 631 552.
B.C.M. Government Polytechnic College for Women, Ettayapuram – 628 902.  
Rajeswari Vedachalam Govt. Arts College, Chengalpet – 603 001.  
Tirunelveli
Regional Office – Anna University,             Tirunelveli Region, Tirunelveli – 627 007.  
Kanyakumari
University College of Engineering,                   
Konam – 629 004.
Rani Anna Government College for Women, Tirunelveli – 627 008.  
Pioneer Kumarasamy College,              Nagercoil – 629 003.  
Tiruppur
LRG Government Arts College for Women, Tiruppur – 641 604.
Karur
Government Arts College (Autonomous),           Karur – 639 005.  
Tiruchirappalli
Jamal Mohammed College,
Tiruchirappalli – 620 020.  
Krishnagiri
Government Arts College for Men,               Krishnagiri – 635 001.  
Government Polytechnic College, Tiruchirappalli – 620 022.  
Government College of Engineering,          Bargur – 635 104.  
Regional Office – Anna University, Tiruchirappalli Region,  
Tiruchirappalli – 620 024.  
Madurai
Thiagarajar College of Engineering,                  
Madurai – 625 015.
Vellore
Thanthai Periyar Govt. Inst. of Tech., Bagayam, Vellore – 632 002.  
Tamil Nadu Polytechnic College, Madurai – 625 011.  
Villupuram
Arignar Anna Government Arts College, Villupuram – 605 602.  
Sri Meenakshi Govt. College for Women (Autonomous), Madurai – 625 002.
University College of Engineering, Villupuram – 605 103.  
Nagapattinam
ADJ Dharmambal Polytechnic College, Nagapattinam – 611 001.  
University College of Engineering, Tindivanam – 604 001.  
Namakkal
N.K.R. Government Arts College for Women,   Namakkal – 637 001.
Virudhunagar
VSVN Polytechnic College (Autonomous),   Virudhunagar – 626 001.  
Perambalur
Sri Saradha College for Women,        Perambalur – 621 113.  
PAC Ramasamy Raja Polytechnic College, Rajapalayam – 626 108.  

TNEA 2015 HOME PAGE --> CLICK HERE

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