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- %% bare_conf.tex
- %% V1.4a
- %% 2014/09/17
- %% by Michael Shell
- %% See:
- %% http://www.michaelshell.org/
- %% for current contact information.
- %%
- %% This is a skeleton file demonstrating the use of IEEEtran.cls
- %% (requires IEEEtran.cls version 1.8a or later) with an IEEE
- %% conference paper.
- %%
- %% Support sites:
- %% http://www.michaelshell.org/tex/ieeetran/
- %% http://www.ctan.org/tex-archive/macros/latex/contrib/IEEEtran/
- %% and
- %% http://www.ieee.org/
- %%*************************************************************************
- %% Legal Notice:
- %% This code is offered as-is without any warranty either expressed or
- %% implied; without even the implied warranty of MERCHANTABILITY or
- %% FITNESS FOR A PARTICULAR PURPOSE!
- %% User assumes all risk.
- %% In no event shall IEEE or any contributor to this code be liable for
- %% any damages or losses, including, but not limited to, incidental,
- %% consequential, or any other damages, resulting from the use or misuse
- %% of any information contained here.
- %%
- %% All comments are the opinions of their respective authors and are not
- %% necessarily endorsed by the IEEE.
- %%
- %% This work is distributed under the LaTeX Project Public License (LPPL)
- %% ( http://www.latex-project.org/ ) version 1.3, and may be freely used,
- %% distributed and modified. A copy of the LPPL, version 1.3, is included
- %% in the base LaTeX documentation of all distributions of LaTeX released
- %% 2003/12/01 or later.
- %% Retain all contribution notices and credits.
- %% ** Modified files should be clearly indicated as such, including **
- %% ** renaming them and changing author support contact information. **
- %%
- %% File list of work: IEEEtran.cls, IEEEtran_HOWTO.pdf, bare_adv.tex,
- %% bare_conf.tex, bare_jrnl.tex, bare_conf_compsoc.tex,
- %% bare_jrnl_compsoc.tex, bare_jrnl_transmag.tex
- %%*************************************************************************
- % *** Authors should verify (and, if needed, correct) their LaTeX system ***
- % *** with the testflow diagnostic prior to trusting their LaTeX platform ***
- % *** with production work. IEEE's font choices and paper sizes can ***
- % *** trigger bugs that do not appear when using other class files. *** ***
- % The testflow support page is at:
- % http://www.michaelshell.org/tex/testflow/
- \documentclass[conference]{IEEEtran}
- % Some Computer Society conferences also require the compsoc mode option,
- % but others use the standard conference format.
- %
- % If IEEEtran.cls has not been installed into the LaTeX system files,
- % manually specify the path to it like:
- % \documentclass[conference]{../sty/IEEEtran}
- % Some very useful LaTeX packages include:
- % (uncomment the ones you want to load)
- % *** MISC UTILITY PACKAGES ***
- %
- %\usepackage{ifpdf}
- % Heiko Oberdiek's ifpdf.sty is very useful if you need conditional
- % compilation based on whether the output is pdf or dvi.
- % usage:
- % \ifpdf
- % % pdf code
- % \else
- % % dvi code
- % \fi
- % The latest version of ifpdf.sty can be obtained from:
- % http://www.ctan.org/tex-archive/macros/latex/contrib/oberdiek/
- % Also, note that IEEEtran.cls V1.7 and later provides a builtin
- % \ifCLASSINFOpdf conditional that works the same way.
- % When switching from latex to pdflatex and vice-versa, the compiler may
- % have to be run twice to clear warning/error messages.
- % *** CITATION PACKAGES ***
- %
- %\usepackage{cite}
- % cite.sty was written by Donald Arseneau
- % V1.6 and later of IEEEtran pre-defines the format of the cite.sty package
- % \cite{} output to follow that of IEEE. Loading the cite package will
- % result in citation numbers being automatically sorted and properly
- % "compressed/ranged". e.g., [1], [9], [2], [7], [5], [6] without using
- % cite.sty will become [1], [2], [5]--[7], [9] using cite.sty. cite.sty's
- % \cite will automatically add leading space, if needed. Use cite.sty's
- % noadjust option (cite.sty V3.8 and later) if you want to turn this off
- % such as if a citation ever needs to be enclosed in parenthesis.
- % cite.sty is already installed on most LaTeX systems. Be sure and use
- % version 5.0 (2009-03-20) and later if using hyperref.sty.
- % The latest version can be obtained at:
- % http://www.ctan.org/tex-archive/macros/latex/contrib/cite/
- % The documentation is contained in the cite.sty file itself.
- % *** GRAPHICS RELATED PACKAGES ***
- %
- \ifCLASSINFOpdf
- % \usepackage[pdftex]{graphicx}
- % declare the path(s) where your graphic files are
- % \graphicspath{{../pdf/}{../jpeg/}}
- % and their extensions so you won't have to specify these with
- % every instance of \includegraphics
- % \DeclareGraphicsExtensions{.pdf,.jpeg,.png}
- \else
- % or other class option (dvipsone, dvipdf, if not using dvips). graphicx
- % will default to the driver specified in the system graphics.cfg if no
- % driver is specified.
- % \usepackage[dvips]{graphicx}
- % declare the path(s) where your graphic files are
- % \graphicspath{{../eps/}}
- % and their extensions so you won't have to specify these with
- % every instance of \includegraphics
- % \DeclareGraphicsExtensions{.eps}
- \fi
- % graphicx was written by David Carlisle and Sebastian Rahtz. It is
- % required if you want graphics, photos, etc. graphicx.sty is already
- % installed on most LaTeX systems. The latest version and documentation
- % can be obtained at:
- % http://www.ctan.org/tex-archive/macros/latex/required/graphics/
- % Another good source of documentation is "Using Imported Graphics in
- % LaTeX2e" by Keith Reckdahl which can be found at:
- % http://www.ctan.org/tex-archive/info/epslatex/
- %
- % latex, and pdflatex in dvi mode, support graphics in encapsulated
- % postscript (.eps) format. pdflatex in pdf mode supports graphics
- % in .pdf, .jpeg, .png and .mps (metapost) formats. Users should ensure
- % that all non-photo figures use a vector format (.eps, .pdf, .mps) and
- % not a bitmapped formats (.jpeg, .png). IEEE frowns on bitmapped formats
- % which can result in "jaggedy"/blurry rendering of lines and letters as
- % well as large increases in file sizes.
- %
- % You can find documentation about the pdfTeX application at:
- % http://www.tug.org/applications/pdftex
- % *** MATH PACKAGES ***
- %
- %\usepackage[cmex10]{amsmath}
- % A popular package from the American Mathematical Society that provides
- % many useful and powerful commands for dealing with mathematics. If using
- % it, be sure to load this package with the cmex10 option to ensure that
- % only type 1 fonts will utilized at all point sizes. Without this option,
- % it is possible that some math symbols, particularly those within
- % footnotes, will be rendered in bitmap form which will result in a
- % document that can not be IEEE Xplore compliant!
- %
- % Also, note that the amsmath package sets \interdisplaylinepenalty to 10000
- % thus preventing page breaks from occurring within multiline equations. Use:
- %\interdisplaylinepenalty=2500
- % after loading amsmath to restore such page breaks as IEEEtran.cls normally
- % does. amsmath.sty is already installed on most LaTeX systems. The latest
- % version and documentation can be obtained at:
- % http://www.ctan.org/tex-archive/macros/latex/required/amslatex/math/
- % *** SPECIALIZED LIST PACKAGES ***
- %
- %\usepackage{algorithmic}
- % algorithmic.sty was written by Peter Williams and Rogerio Brito.
- % This package provides an algorithmic environment fo describing algorithms.
- % You can use the algorithmic environment in-text or within a figure
- % environment to provide for a floating algorithm. Do NOT use the algorithm
- % floating environment provided by algorithm.sty (by the same authors) or
- % algorithm2e.sty (by Christophe Fiorio) as IEEE does not use dedicated
- % algorithm float types and packages that provide these will not provide
- % correct IEEE style captions. The latest version and documentation of
- % algorithmic.sty can be obtained at:
- % http://www.ctan.org/tex-archive/macros/latex/contrib/algorithms/
- % There is also a support site at:
- % http://algorithms.berlios.de/index.html
- % Also of interest may be the (relatively newer and more customizable)
- % algorithmicx.sty package by Szasz Janos:
- % http://www.ctan.org/tex-archive/macros/latex/contrib/algorithmicx/
- % *** ALIGNMENT PACKAGES ***
- %
- %\usepackage{array}
- % Frank Mittelbach's and David Carlisle's array.sty patches and improves
- % the standard LaTeX2e array and tabular environments to provide better
- % appearance and additional user controls. As the default LaTeX2e table
- % generation code is lacking to the point of almost being broken with
- % respect to the quality of the end results, all users are strongly
- % advised to use an enhanced (at the very least that provided by array.sty)
- % set of table tools. array.sty is already installed on most systems. The
- % latest version and documentation can be obtained at:
- % http://www.ctan.org/tex-archive/macros/latex/required/tools/
- % IEEEtran contains the IEEEeqnarray family of commands that can be used to
- % generate multiline equations as well as matrices, tables, etc., of high
- % quality.
- % *** SUBFIGURE PACKAGES ***
- %\ifCLASSOPTIONcompsoc
- % \usepackage[caption=false,font=normalsize,labelfont=sf,textfont=sf]{subfig}
- %\else
- % \usepackage[caption=false,font=footnotesize]{subfig}
- %\fi
- % subfig.sty, written by Steven Douglas Cochran, is the modern replacement
- % for subfigure.sty, the latter of which is no longer maintained and is
- % incompatible with some LaTeX packages including fixltx2e. However,
- % subfig.sty requires and automatically loads Axel Sommerfeldt's caption.sty
- % which will override IEEEtran.cls' handling of captions and this will result
- % in non-IEEE style figure/table captions. To prevent this problem, be sure
- % and invoke subfig.sty's "caption=false" package option (available since
- % subfig.sty version 1.3, 2005/06/28) as this is will preserve IEEEtran.cls
- % handling of captions.
- % Note that the Computer Society format requires a larger sans serif font
- % than the serif footnote size font used in traditional IEEE formatting
- % and thus the need to invoke different subfig.sty package options depending
- % on whether compsoc mode has been enabled.
- %
- % The latest version and documentation of subfig.sty can be obtained at:
- % http://www.ctan.org/tex-archive/macros/latex/contrib/subfig/
- % *** FLOAT PACKAGES ***
- %
- %\usepackage{fixltx2e}
- % fixltx2e, the successor to the earlier fix2col.sty, was written by
- % Frank Mittelbach and David Carlisle. This package corrects a few problems
- % in the LaTeX2e kernel, the most notable of which is that in current
- % LaTeX2e releases, the ordering of single and double column floats is not
- % guaranteed to be preserved. Thus, an unpatched LaTeX2e can allow a
- % single column figure to be placed prior to an earlier double column
- % figure. The latest version and documentation can be found at:
- % http://www.ctan.org/tex-archive/macros/latex/base/
- %\usepackage{stfloats}
- % stfloats.sty was written by Sigitas Tolusis. This package gives LaTeX2e
- % the ability to do double column floats at the bottom of the page as well
- % as the top. (e.g., "\begin{figure*}[!b]" is not normally possible in
- % LaTeX2e). It also provides a command:
- %\fnbelowfloat
- % to enable the placement of footnotes below bottom floats (the standard
- % LaTeX2e kernel puts them above bottom floats). This is an invasive package
- % which rewrites many portions of the LaTeX2e float routines. It may not work
- % with other packages that modify the LaTeX2e float routines. The latest
- % version and documentation can be obtained at:
- % http://www.ctan.org/tex-archive/macros/latex/contrib/sttools/
- % Do not use the stfloats baselinefloat ability as IEEE does not allow
- % \baselineskip to stretch. Authors submitting work to the IEEE should note
- % that IEEE rarely uses double column equations and that authors should try
- % to avoid such use. Do not be tempted to use the cuted.sty or midfloat.sty
- % packages (also by Sigitas Tolusis) as IEEE does not format its papers in
- % such ways.
- % Do not attempt to use stfloats with fixltx2e as they are incompatible.
- % Instead, use Morten Hogholm'a dblfloatfix which combines the features
- % of both fixltx2e and stfloats:
- %
- % \usepackage{dblfloatfix}
- % The latest version can be found at:
- % http://www.ctan.org/tex-archive/macros/latex/contrib/dblfloatfix/
- % *** PDF, URL AND HYPERLINK PACKAGES ***
- %
- %\usepackage{url}
- % url.sty was written by Donald Arseneau. It provides better support for
- % handling and breaking URLs. url.sty is already installed on most LaTeX
- % systems. The latest version and documentation can be obtained at:
- % http://www.ctan.org/tex-archive/macros/latex/contrib/url/
- % Basically, \url{my_url_here}.
- % *** Do not adjust lengths that control margins, column widths, etc. ***
- % *** Do not use packages that alter fonts (such as pslatex). ***
- % There should be no need to do such things with IEEEtran.cls V1.6 and later.
- % (Unless specifically asked to do so by the journal or conference you plan
- % to submit to, of course. )
- % correct bad hyphenation here
- \hyphenation{op-tical net-works semi-conduc-tor}
- \begin{document}
- %
- % paper title
- % Titles are generally capitalized except for words such as a, an, and, as,
- % at, but, by, for, in, nor, of, on, or, the, to and up, which are usually
- % not capitalized unless they are the first or last word of the title.
- % Linebreaks \\ can be used within to get better formatting as desired.
- % Do not put math or special symbols in the title.
- \title{JAHANGIRNAGAR UNIVERSITY\\Computer Science and Engineering\\REESEARCH PROJECT PROPOSAL}
- % author names and affiliations
- % use a multiple column layout for up to three different
- % affiliations
- \author{\IEEEauthorblockN{Nasrin Kabir Ety}
- \IEEEauthorblockA{Computer Science and Engineering\\
- Jahangirnagar University\\
- Savar,Dhaka-1342\\
- Email:etykabir16@gmail.com}
- }
- % conference papers do not typically use \thanks and this command
- % is locked out in conference mode. If really needed, such as for
- % the acknowledgment of grants, issue a \IEEEoverridecommandlockouts
- % after \documentclass
- % for over three affiliations, or if they all won't fit within the width
- % of the page, use this alternative format:
- %
- %\author{\IEEEauthorblockN{Michael Shell\IEEEauthorrefmark{1},
- %Homer Simpson\IEEEauthorrefmark{2},
- %James Kirk\IEEEauthorrefmark{3},
- %Montgomery Scott\IEEEauthorrefmark{3} and
- %Eldon Tyrell\IEEEauthorrefmark{4}}
- %\IEEEauthorblockA{\IEEEauthorrefmark{1}School of Electrical and Computer Engineering\\
- %Georgia Institute of Technology,
- %Atlanta, Georgia 30332--0250\\ Email: see http://www.michaelshell.org/contact.html}
- %\IEEEauthorblockA{\IEEEauthorrefmark{2}Twentieth Century Fox, Springfield, USA\\
- %Email: homer@thesimpsons.com}
- %\IEEEauthorblockA{\IEEEauthorrefmark{3}Starfleet Academy, San Francisco, California 96678-2391\\
- %Telephone: (800) 555--1212, Fax: (888) 555--1212}
- %\IEEEauthorblockA{\IEEEauthorrefmark{4}Tyrell Inc., 123 Replicant Street, Los Angeles, California 90210--4321}}
- % use for special paper notices
- %\IEEEspecialpapernotice{(Invited Paper)}
- % make the title area
- \maketitle
- % As a general rule, do not put math, special symbols or citations
- % in the abstract
- % no keywords
- % For peer review papers, you can put extra information on the cover
- % page as needed:
- % \ifCLASSOPTIONpeerreview
- % \begin{center} \bfseries EDICS Category: 3-BBND \end{center}
- % \fi
- %
- % For peerreview papers, this IEEEtran command inserts a page break and
- % creates the second title. It will be ignored for other modes.
- \IEEEpeerreviewmaketitle
- \section*{Project Title}
- Automatic Response Suggestion for Email.
- % You must have at least 2 lines in the paragraph with the drop letter
- % (should never be an issue)
- % An example of a floating figure using the graphicx package.
- % Note that \label must occur AFTER (or within) \caption.
- % For figures, \caption should occur after the \includegraphics.
- % Note that IEEEtran v1.7 and later has special internal code that
- % is designed to preserve the operation of \label within \caption
- % even when the captionsoff option is in effect. However, because
- % of issues like this, it may be the safest practice to put all your
- % \label just after \caption rather than within \caption{}.
- %
- % Reminder: the "draftcls" or "draftclsnofoot", not "draft", class
- % option should be used if it is desired that the figures are to be
- % displayed while in draft mode.
- %
- %\begin{figure}[!t]
- %\centering
- %\includegraphics[width=2.5in]{myfigure}
- % where an .eps filename suffix will be assumed under latex,
- % and a .pdf suffix will be assumed for pdflatex; or what has been declared
- % via \DeclareGraphicsExtensions.
- %\caption{Simulation results for the network.}
- %\label{fig_sim}
- %\end{figure}
- % Note that IEEE typically puts floats only at the top, even when this
- % results in a large percentage of a column being occupied by floats.
- % An example of a double column floating figure using two subfigures.
- % (The subfig.sty package must be loaded for this to work.)
- % The subfigure \label commands are set within each subfloat command,
- % and the \label for the overall figure must come after \caption.
- % \hfil is used as a separator to get equal spacing.
- % Watch out that the combined width of all the subfigures on a
- % line do not exceed the text width or a line break will occur.
- %
- %\begin{figure*}[!t]
- %\centering
- %\subfloat[Case I]{\includegraphics[width=2.5in]{box}%
- %\label{fig_first_case}}
- %\hfil
- %\subfloat[Case II]{\includegraphics[width=2.5in]{box}%
- %\label{fig_second_case}}
- %\caption{Simulation results for the network.}
- %\label{fig_sim}
- %\end{figure*}
- %
- % Note that often IEEE papers with subfigures do not employ subfigure
- % captions (using the optional argument to \subfloat[]), but instead will
- % reference/describe all of them (a), (b), etc., within the main caption.
- % Be aware that for subfig.sty to generate the (a), (b), etc., subfigure
- % labels, the optional argument to \subfloat must be present. If a
- % subcaption is not desired, just leave its contents blank,
- % e.g., \subfloat[].
- % An example of a floating table. Note that, for IEEE style tables, the
- % \caption command should come BEFORE the table and, given that table
- % captions serve much like titles, are usually capitalized except for words
- % such as a, an, and, as, at, but, by, for, in, nor, of, on, or, the, to
- % and up, which are usually not capitalized unless they are the first or
- % last word of the caption. Table text will default to \footnotesize as
- % IEEE normally uses this smaller font for tables.
- % The \label must come after \caption as always.
- %
- %\begin{table}[!t]
- %% increase table row spacing, adjust to taste
- %\renewcommand{\arraystretch}{1.3}
- % if using array.sty, it might be a good idea to tweak the value of
- % \extrarowheight as needed to properly center the text within the cells
- %\caption{An Example of a Table}
- %\label{table_example}
- %\centering
- %% Some packages, such as MDW tools, offer better commands for making tables
- %% than the plain LaTeX2e tabular which is used here.
- %\begin{tabular}{|c||c|}
- %\hline
- %One & Two\\
- %\hline
- %Three & Four\\
- %\hline
- %\end{tabular}
- %\end{table}
- % Note that the IEEE does not put floats in the very first column
- % - or typically anywhere on the first page for that matter. Also,
- % in-text middle ("here") positioning is typically not used, but it
- % is allowed and encouraged for Computer Society conferences (but
- % not Computer Society journals). Most IEEE journals/conferences use
- % top floats exclusively.
- % Note that, LaTeX2e, unlike IEEE journals/conferences, places
- % footnotes above bottom floats. This can be corrected via the
- % \fnbelowfloat command of the stfloats package.
- \section{Project Summary}
- Email is one of the most popular modes of communication
- on the Web. Despite the recent increase in usage of
- social networks, email continues to be the primary medium
- for billions of users across the world to connect and share
- information [2]. With the rapid increase in email overload, it
- has become increasingly challenging for users to process and
- respond to incoming messages. It can be especially timeconsuming
- to type email replies on a mobile device.An initial study covering several million email-reply pairs
- showed that ∼25 percent of replies have 20 tokens or less. Thus
- we raised the following question: can we assist users with
- composing these short messages? More specifically, would
- it be possible to suggest brief responses when appropriate,
- just one tap away?
- % conference papers do not normally have an appendix
- % use section* for acknowledgment
- \section{Project Details }
- \subsection{Research Questions :}
- \begin{enumerate}
- \item How to ensure that the individual response options are always high quality in language
- and content?
- \item How to select multiple options to show a user
- so as to maximize the likelihood that one is chosen?
- \item How to efficiently process millions of messages per day while remaining within the latency requirements
- of an email delivery system.
- \end{enumerate}
- Problems with the existing system:
- \begin{itemize}
- \item Sometimes give irrelevant suggestions.
- \item Can not give suggestion to large size emails.
- \end{itemize}
- \subsection{Aims/Objectives of the Project:}
- \begin{itemize}
- \item The first step is to automatically generate a set of canonical
- responses messages that capture the variability in language.
- \item The main objective of the project is selecting the most relevant suggestions according to the received email.
- \item Our model should be deployed in a production
- setting and should introduce latency to the process of email
- delivery, so scalability will be implemented.
- \end{itemize}
- \subsection{Significance/Contribution to the Discipline:}
- It generates semantically diverse suggestions
- that can be used as complete email responses with
- just one tap on mobile. The system is currently used in Inbox
- by Gmail and is responsible for assisting with 10% of
- all mobile responses. It is designed to work at very high
- throughput and process hundreds of millions of messages
- daily. The system exploits state-of-the-art, large-scale deep
- learning.
- We describe the architecture of the system as well as the
- challenges that we faced while building it, like response diversity
- and scalability. We also introduce a new method for
- semantic clustering of user-generated content that requires
- only a modest amount of explicitly labeled data.
- \subsection{Theoretical Framework and Methods:}
- At the core of our system, an
- LSTM neural network processes an incoming message,
- then uses it to predict the most likely responses. LSTM
- computation can be expensive, so we improve scalability
- by finding only the approximate best responses.To deliver high response
- quality, we only select responses from response space
- which is generated offline using a semi-supervised graph
- learning approach.After finding a set of most likely responses
- from the LSTM, we would like to choose a small set to
- show to the user that maximize the total utility. We
- found that enforcing diverse semantic intents is critical
- to making the suggestions useful.A feedforward neural network decides
- whether or not to suggest responses. This further
- improves utility by not showing suggestions when
- they are unlikely to be used. We break this out into
- a separate component so that we have the option to
- use a computationally cheaper architecture than what
- is used for the scoring model; this keeps the system
- scalable.
- \section{Research Plan and Timeline }
- We can divide our project time in three steps.In first step we should learn the theorys of the project and then we should apply LSTM model.This will require 1.5 to 2 months. And then we should
- perform the theorys to develop the system. This will require 2 months. So totally the whole project needs 3.5 to 4 months.
- % trigger a \newpage just before the given reference
- % number - used to balance the columns on the last page
- % adjust value as needed - may need to be readjusted if
- % the document is modified later
- %\IEEEtriggeratref{8}
- % The "triggered" command can be changed if desired:
- %\IEEEtriggercmd{\enlargethispage{-5in}}
- % references section
- % can use a bibliography generated by BibTeX as a .bbl file
- % BibTeX documentation can be easily obtained at:
- % http://www.ctan.org/tex-archive/biblio/bibtex/contrib/doc/
- % The IEEEtran BibTeX style support page is at:
- % http://www.michaelshell.org/tex/ieeetran/bibtex/
- %\bibliographystyle{IEEEtran}
- % argument is your BibTeX string definitions and bibliography database(s)
- %\bibliography{IEEEabrv,../bib/paper}
- %
- % <OR> manually copy in the resultant .bbl file
- % set second argument of \begin to the number of references
- % (used to reserve space for the reference number labels box)
- \begin{thebibliography}{1}
- \bibitem{IEEEhowto:kopka}
- M. Abadi, A. Agarwal, P. Barham, and et al. Tensorflow:
- Large-scale machine learning on heterogeneous systems. 2015.
- \bibitem{IEEEhowto:kopka}
- Y. Artzi, P. Pantel, and M. Gamon. Predicting responses to
- microblog posts. In Proceedings of the 2012 Conference of the
- North American Chapter of the Association for
- Computational Linguistics: Human Language Technologies,
- pages 602–606, Montr´eal, Canada, June 2012. Association for
- Computational Linguistics
- \bibitem{IEEEhowto:kopka}
- A. Ritter, C. Cherry, and W. B. Dolan. Data-driven response
- generation in social media. In Proceedings of the 2011
- Conference on Empirical Methods in Natural Language
- Processing, Edinburgh, UK, July 2011. Association for
- Computational Linguistics.
- \bibitem{IEEEhowto:kopka}
- L. Shang, Z. Lu, and H. Li. Neural responding machine for
- short-text conversation. In In Proceedings of ACL-IJCNLP,
- 2015.
- \bibitem{IEEEhowto:kopka}
- O. Vinyals, A. Toshev, S. Bengio, and D. Erhan. Show and tell:
- A neural image caption generator. In Proceedings of IEEE
- Conference on Computer Vision and Pattern Recognition
- (CVPR), 2015.
- \end{thebibliography}
- % that's all folks
- \end{document}
- RAW Paste Data
- %% bare_conf.tex
- %% V1.4a
- %% 2014/09/17
- %% by Michael Shell
- %% See:
- %% http://www.michaelshell.org/
- %% for current contact information.
- %%
- %% This is a skeleton file demonstrating the use of IEEEtran.cls
- %% (requires IEEEtran.cls version 1.8a or later) with an IEEE
- %% conference paper.
- %%
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- % (Unless specifically asked to do so by the journal or conference you plan
- % to submit to, of course. )
- % correct bad hyphenation here
- \hyphenation{op-tical net-works semi-conduc-tor}
- \begin{document}
- %
- % paper title
- % Titles are generally capitalized except for words such as a, an, and, as,
- % at, but, by, for, in, nor, of, on, or, the, to and up, which are usually
- % not capitalized unless they are the first or last word of the title.
- % Linebreaks \\ can be used within to get better formatting as desired.
- % Do not put math or special symbols in the title.
- \title{JAHANGIRNAGAR UNIVERSITY\\Computer Science and Engineering\\REESEARCH PROJECT PROPOSAL}
- % author names and affiliations
- % use a multiple column layout for up to three different
- % affiliations
- \author{\IEEEauthorblockN{Asef Hossain}
- \IEEEauthorblockA{Computer Science and Engineering\\
- Jahangirnagar University\\
- Savar,Dhaka-1342\\
- Email:hridoyjucse@gmail.com}
- }
- % conference papers do not typically use \thanks and this command
- % is locked out in conference mode. If really needed, such as for
- % the acknowledgment of grants, issue a \IEEEoverridecommandlockouts
- % after \documentclass
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- %
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- %Homer Simpson\IEEEauthorrefmark{2},
- %James Kirk\IEEEauthorrefmark{3},
- %Montgomery Scott\IEEEauthorrefmark{3} and
- %Eldon Tyrell\IEEEauthorrefmark{4}}
- %\IEEEauthorblockA{\IEEEauthorrefmark{1}School of Electrical and Computer Engineering\\
- %Georgia Institute of Technology,
- %Atlanta, Georgia 30332--0250\\ Email: see http://www.michaelshell.org/contact.html}
- %\IEEEauthorblockA{\IEEEauthorrefmark{2}Twentieth Century Fox, Springfield, USA\\
- %Email: homer@thesimpsons.com}
- %\IEEEauthorblockA{\IEEEauthorrefmark{3}Starfleet Academy, San Francisco, California 96678-2391\\
- %Telephone: (800) 555--1212, Fax: (888) 555--1212}
- %\IEEEauthorblockA{\IEEEauthorrefmark{4}Tyrell Inc., 123 Replicant Street, Los Angeles, California 90210--4321}}
- % use for special paper notices
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- % make the title area
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- % \fi
- %
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- % creates the second title. It will be ignored for other modes.
- \IEEEpeerreviewmaketitle
- \section*{Project Title}
- Online syllabus management system for university.
- % You must have at least 2 lines in the paragraph with the drop letter
- % (should never be an issue)
- % An example of a floating figure using the graphicx package.
- % Note that \label must occur AFTER (or within) \caption.
- % For figures, \caption should occur after the \includegraphics.
- % Note that IEEEtran v1.7 and later has special internal code that
- % is designed to preserve the operation of \label within \caption
- % even when the captionsoff option is in effect. However, because
- % of issues like this, it may be the safest practice to put all your
- % \label just after \caption rather than within \caption{}.
- %
- % Reminder: the "draftcls" or "draftclsnofoot", not "draft", class
- % option should be used if it is desired that the figures are to be
- % displayed while in draft mode.
- %
- %\begin{figure}[!t]
- %\centering
- %\includegraphics[width=2.5in]{myfigure}
- % where an .eps filename suffix will be assumed under latex,
- % and a .pdf suffix will be assumed for pdflatex; or what has been declared
- % via \DeclareGraphicsExtensions.
- %\caption{Simulation results for the network.}
- %\label{fig_sim}
- %\end{figure}
- % Note that IEEE typically puts floats only at the top, even when this
- % results in a large percentage of a column being occupied by floats.
- % An example of a double column floating figure using two subfigures.
- % (The subfig.sty package must be loaded for this to work.)
- % The subfigure \label commands are set within each subfloat command,
- % and the \label for the overall figure must come after \caption.
- % \hfil is used as a separator to get equal spacing.
- % Watch out that the combined width of all the subfigures on a
- % line do not exceed the text width or a line break will occur.
- %
- %\begin{figure*}[!t]
- %\centering
- %\subfloat[Case I]{\includegraphics[width=2.5in]{box}%
- %\label{fig_first_case}}
- %\hfil
- %\subfloat[Case II]{\includegraphics[width=2.5in]{box}%
- %\label{fig_second_case}}
- %\caption{Simulation results for the network.}
- %\label{fig_sim}
- %\end{figure*}
- %
- % Note that often IEEE papers with subfigures do not employ subfigure
- % captions (using the optional argument to \subfloat[]), but instead will
- % reference/describe all of them (a), (b), etc., within the main caption.
- % Be aware that for subfig.sty to generate the (a), (b), etc., subfigure
- % labels, the optional argument to \subfloat must be present. If a
- % subcaption is not desired, just leave its contents blank,
- % e.g., \subfloat[].
- % An example of a floating table. Note that, for IEEE style tables, the
- % \caption command should come BEFORE the table and, given that table
- % captions serve much like titles, are usually capitalized except for words
- % such as a, an, and, as, at, but, by, for, in, nor, of, on, or, the, to
- % and up, which are usually not capitalized unless they are the first or
- % last word of the caption. Table text will default to \footnotesize as
- % IEEE normally uses this smaller font for tables.
- % The \label must come after \caption as always.
- %
- %\begin{table}[!t]
- %% increase table row spacing, adjust to taste
- %\renewcommand{\arraystretch}{1.3}
- % if using array.sty, it might be a good idea to tweak the value of
- % \extrarowheight as needed to properly center the text within the cells
- %\caption{An Example of a Table}
- %\label{table_example}
- %\centering
- %% Some packages, such as MDW tools, offer better commands for making tables
- %% than the plain LaTeX2e tabular which is used here.
- %\begin{tabular}{|c||c|}
- %\hline
- %One & Two\\
- %\hline
- %Three & Four\\
- %\hline
- %\end{tabular}
- %\end{table}
- % Note that the IEEE does not put floats in the very first column
- % - or typically anywhere on the first page for that matter. Also,
- % in-text middle ("here") positioning is typically not used, but it
- % is allowed and encouraged for Computer Society conferences (but
- % not Computer Society journals). Most IEEE journals/conferences use
- % top floats exclusively.
- % Note that, LaTeX2e, unlike IEEE journals/conferences, places
- % footnotes above bottom floats. This can be corrected via the
- % \fnbelowfloat command of the stfloats package.
- \section{Project Summary}
- Syllabus is the vital thing of any educational background. Getting good management of syllabus, one can get easily clear concept of the courses for related department. Our aim is to provide a structured and organized syllabus which contains related field courses and also try to provide very simple and effective user interface. By this several academic departments get facilities to manage their courses. This project is applicable for all department of jahangirnagar university,Dhaka.
- % conference papers do not normally have an appendix
- % use section* for acknowledgment
- \section{Project Details }
- \subsection{Research Questions :}
- \begin{enumerate}
- \item How syllabus management system acts when there have several syllabus for same department.?
- \item Is it possible to match course information with previous batch with different syllabus?
- \end{enumerate}
- Problems with the existing system:
- \begin{itemize}
- \item It isn't easy to use.
- \item Doesn't have sophisticated access control.
- \item Can't help departments for managing by an efficient way their courses.
- \end{itemize}
- \subsection{Aims/Objectives of the Project:}
- \begin{itemize}
- \item Provides a simple and effective user interface
- \item professors to limit access to parts of a syllabus
- \item Aides academic departments in managing courses
- \end{itemize}
- \subsection{Significance/Contribution to the Discipline:}
- There has some online system in this field to provide services the department in individual way. But we will step up to build a dynamic online system which helps all of departments among the university in a integrated way .That is the major advantages of our system compared to all other existing system.
- \subsection{Theoretical Framework and Methods:}
- For developing this project we need to some reliable data sources which is displayed in user interface in a customized way. For completing this project, we use a framework named Django in python. Django frameworks deals with the required data through creating some model which is very user friendly. By this framework we can easily handle our research questions along with all of the complexity that previous existing system has.
- For this project we also use a known database named postgreSql which is also very cooperative with pycharm IDE which is used to implement mainly Django framework.
- \section{Research Plan and Timeline }
- We can divide our time schedule(6 months) into 3 several parts .In the beginning parts, we will go with all of our details requirements and challenges which has possibility to face and learns this Django framework in a details way and also postgreSql. In our second part we will work for cse department syllabus. After second phase we will work all of the department in jahangirnagar university and integrate all of this works in a organised way.
- % trigger a \newpage just before the given reference
- % number - used to balance the columns on the last page
- % adjust value as needed - may need to be readjusted if
- % the document is modified later
- %\IEEEtriggeratref{8}
- % The "triggered" command can be changed if desired:
- %\IEEEtriggercmd{\enlargethispage{-5in}}
- % references section
- % can use a bibliography generated by BibTeX as a .bbl file
- % BibTeX documentation can be easily obtained at:
- % http://www.ctan.org/tex-archive/biblio/bibtex/contrib/doc/
- % The IEEEtran BibTeX style support page is at:
- % http://www.michaelshell.org/tex/ieeetran/bibtex/
- %\bibliographystyle{IEEEtran}
- % argument is your BibTeX string definitions and bibliography database(s)
- %\bibliography{IEEEabrv,../bib/paper}
- %
- % <OR> manually copy in the resultant .bbl file
- % set second argument of \begin to the number of references
- % (used to reserve space for the reference number labels box)
- \begin{thebibliography}{1}
- \bibitem{IEEEhowto:kopka}
- https://www.adelaide.edu.au/graduatecentre/forms/admission/docs/admision-research-proposal-template-guide.pdf
- \end{thebibliography}
- % that's all folks
- \end{document}
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