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RESEARCH	
  	
  
AND	
  THE	
  ART	
  OF	
  
DOING	
  WHAT	
  YOU	
  
WANT	
  
SATYAJEET	
  RAJE	
  
INTRODUCTIONS	
  
•  BE 	
  2009	
   	
  SKN	
  
•  Final	
  year	
  project	
  “Automa;c	
  Text	
  Summariza;on”	
  
•  Natural	
  Language	
  Processing,	
  Intelligent	
  Search	
  
•  MS 	
  2012 	
  The	
  Ohio	
  State	
  University	
  
•  Thesis:	
   	
  Sema;c	
  Search	
  Engine	
  for	
  Resource	
  Discovery	
  
•  Domain:	
  
	
  Biomedical	
  and	
  Healthcare	
  
•  Currently	
  pursuing	
  PhD	
  
•  Research	
  in	
  Seman;c	
  Web,	
  Ontologies	
  and	
  their	
  
applica;ons	
  in	
  Knowledge	
  Management	
  and	
  Data	
  
Integra;on	
  
TODAY’S	
  TALK	
  	
  
•  Is	
  “Research”	
  what	
  it	
  really	
  seems	
  to	
  be?	
  
•  Can	
  anybody	
  do	
  research?	
  
•  Is	
  it	
  really	
  necessary?	
  
•  How	
  will	
  it	
  help	
  
•  for	
  my	
  project	
  
•  in	
  my	
  job	
  
•  for	
  higher	
  studies	
  
•  What	
  research	
  can	
  be	
  done	
  right	
  now?	
  
•  Steps	
  in	
  research	
  
•  Easy	
  research	
  prac;ces	
  
•  Transla;on	
  to	
  project	
  
RESEARCH?	
  
A	
  NEW	
  WAY	
  TO	
  LOOK	
  AT	
  RESEARCH?	
  
•  Not	
  restricted	
  to	
  ACADEMIC	
  
circles	
  

•  Helps	
  ORGANIZE	
  your	
  
work	
  

•  Not	
  all	
  research	
  needs	
  to	
  be	
  
GROUND	
  BREAKING	
  

•  The	
  best	
  way	
  to	
  SHARE	
  
YOUR	
  THOUGHTS	
  AND	
  
IDEAS	
  to	
  the	
  world	
  

•  “Research”	
  does	
  NOT	
  need	
  
to	
  be	
  tedious	
  and	
  
cumbersome!	
  	
  

•  A	
  way	
  to	
  GET	
  RECOGNIZED	
  
for	
  your	
  work	
  

“Research”	
  is	
  a	
  WAY	
  OF	
  DOING	
  THINGS	
  !	
  
	
  
TYPES	
  OF	
  RESEARCH	
  
COMPUTER	
  SCIENCE	
  AND	
  ENGINEERING	
  
COMPUTER	
  SCIENCE	
  AND	
  ENGINEERING	
  
Applied	
  
Research	
  

Theore;cal	
  
Research	
  
COMPUTER	
  SCIENCE	
  AND	
  ENGINEERING	
  
•  More	
  of	
  an	
  applied	
  science	
  
•  Making	
  the	
  connec;ons	
  is	
  important	
  
•  Every	
  soware	
  or	
  hardware	
  is	
  meant	
  to	
  aid	
  someone	
  in	
  a	
  
different	
  domain	
  
RESEARCH	
  AND	
  COMMON	
  SENSE	
  
•  Commonly	
  used	
  “big”	
  words	
  
•  Hypothesis	
  –	
  The	
  UNANSWERED!!	
  research	
  
ques;on	
  
•  Research	
  Methodology	
  –	
  Your	
  research	
  PLAN	
  
•  Literature	
  Review	
  –	
  Your	
  READING	
  on	
  the	
  subject	
  
•  Cita;on	
  /	
  Reference	
  –	
  An	
  ar;cle	
  relevant	
  to	
  your	
  
work	
  
THE	
  RULES	
  OF	
  THE	
  RESEARCH	
  GAME	
  
•  KNOW	
  your	
  resources	
  
•  USE	
  resources	
  well	
  
•  DO	
  NOT	
  GIVE	
  UP	
  the	
  game	
  
•  BE	
  FLEXIBLE	
  about	
  the	
  outcome	
  
•  FAILED	
  EXPERIMENT	
  does	
  not	
  mean	
  failed	
  research	
  
•  EVALUATE	
  your	
  solu;on	
  
THE	
  RESEARCH	
  GAME	
  

Illustra;on:	
  Ernest	
  Harburg.	
  Source:	
  The	
  Science	
  Game,	
  N.	
  Agnew	
  and	
  S.	
  Pyke,	
  Pren;ce-­‐Hall	
  (1978)	
  
WHAT	
  CAN	
  BE	
  DONE	
  RIGHT	
  NOW	
  
BE	
  Project	
  
•  Choose	
  something	
  that	
  YOU	
  like	
  
•  Use	
  it	
  to	
  test	
  the	
  waters	
  
•  Experiment	
  now	
  rather	
  than	
  during	
  the	
  Job,	
  MS,	
  ME	
  ..	
  

Tips	
  and	
  Tricks	
  
•  USE	
  WIKIPEDIA	
  but	
  properly	
  
•  READ	
  RESEARCH	
  ARTICLES	
  related	
  to	
  your	
  project	
  
•  PARAPHRASE	
  from	
  what	
  you	
  have	
  read	
  
•  Have	
  a	
  RESEARCH	
  PLAN	
  and	
  more	
  importantly	
  an	
  
EVALUATION	
  PLAN	
  for	
  your	
  project	
  
BE	
  PROJECT	
  
•  Stay	
  Focused	
  on	
  what	
  you	
  want	
  to	
  do	
  
•  A	
  “plan”	
  needs	
  well	
  defined	
  reasons,	
  methods	
  and	
  objec;ves	
  
•  Have	
  not	
  only	
  a	
  PLAN	
  A	
  but	
  PLAN	
  B	
  and	
  C	
  as	
  well	
  
•  Be	
  cau;ous	
  of	
  the	
  companies	
  and	
  the	
  projects	
  that	
  they	
  offer	
  
•  An	
  in-­‐house	
  project	
  is	
  as	
  good	
  if	
  done	
  properly	
  
•  Take	
  note	
  of	
  everything	
  you	
  do	
  and	
  your	
  contribu;ons	
  to	
  the	
  
project	
  
•  Know	
  your	
  ul;mate	
  professional	
  goal	
  
BE	
  PROJECT	
  
•  Stay	
  Focused	
  on	
  what	
  you	
  want	
  to	
  do	
  
•  A	
  “plan”	
  needs	
  well	
  defined	
  reasons,	
  methods	
  and	
  objec;ves	
  
•  Have	
  not	
  only	
  a	
  PLAN	
  A	
  but	
  PLAN	
  B	
  and	
  C	
  as	
  well	
  
•  Be	
  cau;ous	
  of	
  the	
  companies	
  and	
  the	
  projects	
  that	
  they	
  offer	
  
•  An	
  in-­‐house	
  project	
  is	
  as	
  good	
  if	
  done	
  properly	
  
•  Take	
  note	
  of	
  everything	
  you	
  do	
  and	
  your	
  contribu;ons	
  to	
  the	
  
project	
  
•  Know	
  your	
  ul;mate	
  professional	
  goal	
  
USING	
  WIKIPEDIA	
  
•  Great	
  staring	
  point	
  for	
  new	
  research	
  and	
  researchers	
  
•  Go	
  one	
  stage	
  deeper	
  

The	
  most	
  important	
  part	
  of	
  a	
  
Wikipedia	
  ar;cle	
  	
  

	
  
•  DO	
  NOT	
  refer	
  to	
  Wikipedia	
  or	
  Blogs	
  directly	
  
•  Compare	
  Wikipedia	
  to	
  Big	
  Bazaar	
  
READING	
  RESEARCH	
  PAPERS	
  
•  Where	
  to	
  find	
  them	
  
•  Wikipedia	
  references	
  
•  Top	
  conferences	
  and	
  journals	
  for	
  your	
  domain	
  (Microso	
  
Academic	
  Search)	
  
•  Google	
  Scholar	
  
•  What	
  to	
  read	
  in	
  them	
  
	
  Style 	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  Language

	
  

	
  Content	
  

•  “How	
  to	
  read	
  a	
  research	
  paper”	
  -­‐	
  Michael	
  Mitzenmacher	
  
www.eecs.harvard.edu/~michaelm/postscripts/ReadPaper.pdf‎	
  

•  Make	
  a	
  note	
  or	
  summary	
  of	
  the	
  paper	
  and	
  how	
  it	
  relates	
  to	
  
your	
  work	
  
•  A	
  collec;on	
  of	
  these	
  notes	
  is	
  your	
  literature	
  survey	
  
PARAPHRASE	
  AND	
  NOT	
  PLAGIARIZE	
  
•  Plagiarism	
  –	
  copy	
  pas;ng	
  directly	
  
•  Professional	
  and	
  academic	
  suicide	
  
•  Copy	
  the	
  thought	
  paste	
  your	
  ideas	
  
•  Learn	
  to	
  paraphrase	
  
“although	
  the	
  storage	
  capaci;es	
  of	
  hard	
  disks	
  have	
  increased	
  
massively	
  over	
  the	
  years,	
  access	
  speeds	
  –	
  the	
  rate	
  at	
  which	
  data	
  
can	
  be	
  read	
  from	
  drives	
  –	
  have	
  not	
  kept	
  up”	
  
[1]	
  White,	
  Tom	
  (10	
  May	
  2012).	
  Hadoop:	
  The	
  Defini<ve	
  Guide.	
  O'Reilly	
  Media.	
  p.	
  3.	
  
ISBN	
  978-­‐1-­‐4493-­‐3877-­‐0	
  

Over	
  the	
  years	
  there	
  has	
  been	
  an	
  exponen<al	
  increase	
  in	
  the	
  storage	
  
capacity	
  of	
  hard	
  disks.	
  However,	
  according	
  to	
  [1]	
  the	
  access	
  speeds	
  for	
  
these	
  disks	
  have	
  not	
  been	
  able	
  to	
  scale	
  at	
  the	
  same	
  rate.	
  
HAVE	
  A	
  RESEARCH	
  PLAN	
  
•  Know	
  the	
  scope	
  of	
  your	
  project	
  
•  Define	
  a	
  realis;c	
  ;meline	
  for	
  your	
  own	
  benefit	
  
•  Does	
  not	
  need	
  to	
  be	
  the	
  same	
  as	
  the	
  one	
  in	
  progress	
  report	
  
•  You	
  must	
  have	
  an	
  idea	
  of	
  how	
  you	
  are	
  going	
  to	
  evaluate	
  your	
  
work	
  apart	
  from	
  a	
  working	
  demo	
  /	
  technology	
  
User	
  Interface	
  /	
  
Human	
  Computer	
  
Interac;on	
  
	
  
Survey	
  based	
  
evalua;on	
  

AI	
  /	
  Machine	
  
Learning	
  /	
  Task	
  
based	
  
	
  
Experimental	
  /	
  Task	
  
based	
  evalua;on	
  

Architectural	
  /	
  
Soware	
  Engg	
  /	
  
Technology	
  
	
  
Comparison	
  based	
  
evalua;on	
  
PLAN	
  TO	
  WRITE	
  A	
  PAPER	
  
•  Not	
  as	
  hard	
  and	
  ;me	
  consuming	
  as	
  it	
  seems	
  
•  Most	
  of	
  the	
  work	
  is	
  already	
  done..	
  It	
  is	
  just	
  needed	
  to	
  be	
  
expressed	
  in	
  the	
  right	
  way	
  
•  Concentrate	
  on	
  the	
  idea	
  (WHY?)	
  and	
  not	
  the	
  implementa;on	
  
(HOW?)	
  
•  Every	
  BE	
  project	
  has	
  the	
  poten;al	
  to	
  be	
  converted	
  into	
  a	
  
decent	
  published	
  paper	
  
•  Need	
  not	
  be	
  at	
  the	
  best	
  conference	
  or	
  journal	
  
•  Worst	
  that	
  can	
  happen	
  is	
  that	
  it	
  will	
  get	
  rejected	
  
•  Learn	
  from	
  the	
  reviews	
  
ANATOMY	
  OF	
  A	
  GOOD	
  PAPER	
  
•  Clear	
  and	
  Concise	
  
•  Every	
  word	
  counts	
  
•  As	
  short	
  as	
  possible	
  
•  Good	
  relevant	
  references	
  
•  Explana;on	
  of	
  what	
  is	
  done	
  and	
  planned	
  to	
  be	
  done	
  
•  Evalua;on	
  method	
  and	
  results	
  if	
  possible	
  
ANATOMY	
  OF	
  A	
  GOOD	
  PAPER	
  
•  Introduc;on	
  
•  Brief	
  overview	
  of	
  your	
  idea	
  or	
  project.	
  What	
  sets	
  you	
  apart.	
  
•  Literature	
  Review	
  
•  Notes	
  on	
  what	
  you	
  have	
  read	
  
•  Methods	
  
•  Explain	
  what	
  is	
  done	
  
•  Discussion	
  
•  What	
  you	
  think	
  about	
  it	
  and	
  future	
  work	
  
•  Evalua;on	
  
•  How	
  have	
  you	
  evaluated	
  the	
  work	
  and	
  its	
  results	
  
•  Conclusion	
  
TO	
  SUMMARIZE	
  
•  Research	
  is	
  not	
  difficult	
  
•  Cri;cal	
  thinking	
  is	
  the	
  most	
  important	
  outcome	
  
•  Ask	
  the	
  right	
  ques;ons	
  to	
  the	
  right	
  source	
  
•  Choose	
  your	
  project	
  well	
  
•  Do	
  consider	
  wri;ng	
  a	
  paper	
  right	
  now	
  
•  ALWAYS	
  DO	
  WHAT	
  YOU	
  WANT	
  
CONCLUSION	
  
Ques;ons?	
  
Project,	
  Research	
  Process,	
  	
  	
  
Mentality	
  aer	
  BE,	
  Studies	
  in	
  
the	
  US,	
  Start-­‐ups,	
  …	
  

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Research and the art of doing what you want !!

  • 1. RESEARCH     AND  THE  ART  OF   DOING  WHAT  YOU   WANT   SATYAJEET  RAJE  
  • 2. INTRODUCTIONS   •  BE  2009    SKN   •  Final  year  project  “Automa;c  Text  Summariza;on”   •  Natural  Language  Processing,  Intelligent  Search   •  MS  2012  The  Ohio  State  University   •  Thesis:    Sema;c  Search  Engine  for  Resource  Discovery   •  Domain:    Biomedical  and  Healthcare   •  Currently  pursuing  PhD   •  Research  in  Seman;c  Web,  Ontologies  and  their   applica;ons  in  Knowledge  Management  and  Data   Integra;on  
  • 3. TODAY’S  TALK     •  Is  “Research”  what  it  really  seems  to  be?   •  Can  anybody  do  research?   •  Is  it  really  necessary?   •  How  will  it  help   •  for  my  project   •  in  my  job   •  for  higher  studies   •  What  research  can  be  done  right  now?   •  Steps  in  research   •  Easy  research  prac;ces   •  Transla;on  to  project  
  • 5.
  • 6. A  NEW  WAY  TO  LOOK  AT  RESEARCH?   •  Not  restricted  to  ACADEMIC   circles   •  Helps  ORGANIZE  your   work   •  Not  all  research  needs  to  be   GROUND  BREAKING   •  The  best  way  to  SHARE   YOUR  THOUGHTS  AND   IDEAS  to  the  world   •  “Research”  does  NOT  need   to  be  tedious  and   cumbersome!     •  A  way  to  GET  RECOGNIZED   for  your  work   “Research”  is  a  WAY  OF  DOING  THINGS  !    
  • 8. COMPUTER  SCIENCE  AND  ENGINEERING  
  • 9. COMPUTER  SCIENCE  AND  ENGINEERING   Applied   Research   Theore;cal   Research  
  • 10. COMPUTER  SCIENCE  AND  ENGINEERING   •  More  of  an  applied  science   •  Making  the  connec;ons  is  important   •  Every  soware  or  hardware  is  meant  to  aid  someone  in  a   different  domain  
  • 11. RESEARCH  AND  COMMON  SENSE   •  Commonly  used  “big”  words   •  Hypothesis  –  The  UNANSWERED!!  research   ques;on   •  Research  Methodology  –  Your  research  PLAN   •  Literature  Review  –  Your  READING  on  the  subject   •  Cita;on  /  Reference  –  An  ar;cle  relevant  to  your   work  
  • 12. THE  RULES  OF  THE  RESEARCH  GAME   •  KNOW  your  resources   •  USE  resources  well   •  DO  NOT  GIVE  UP  the  game   •  BE  FLEXIBLE  about  the  outcome   •  FAILED  EXPERIMENT  does  not  mean  failed  research   •  EVALUATE  your  solu;on  
  • 13. THE  RESEARCH  GAME   Illustra;on:  Ernest  Harburg.  Source:  The  Science  Game,  N.  Agnew  and  S.  Pyke,  Pren;ce-­‐Hall  (1978)  
  • 14. WHAT  CAN  BE  DONE  RIGHT  NOW   BE  Project   •  Choose  something  that  YOU  like   •  Use  it  to  test  the  waters   •  Experiment  now  rather  than  during  the  Job,  MS,  ME  ..   Tips  and  Tricks   •  USE  WIKIPEDIA  but  properly   •  READ  RESEARCH  ARTICLES  related  to  your  project   •  PARAPHRASE  from  what  you  have  read   •  Have  a  RESEARCH  PLAN  and  more  importantly  an   EVALUATION  PLAN  for  your  project  
  • 15. BE  PROJECT   •  Stay  Focused  on  what  you  want  to  do   •  A  “plan”  needs  well  defined  reasons,  methods  and  objec;ves   •  Have  not  only  a  PLAN  A  but  PLAN  B  and  C  as  well   •  Be  cau;ous  of  the  companies  and  the  projects  that  they  offer   •  An  in-­‐house  project  is  as  good  if  done  properly   •  Take  note  of  everything  you  do  and  your  contribu;ons  to  the   project   •  Know  your  ul;mate  professional  goal  
  • 16. BE  PROJECT   •  Stay  Focused  on  what  you  want  to  do   •  A  “plan”  needs  well  defined  reasons,  methods  and  objec;ves   •  Have  not  only  a  PLAN  A  but  PLAN  B  and  C  as  well   •  Be  cau;ous  of  the  companies  and  the  projects  that  they  offer   •  An  in-­‐house  project  is  as  good  if  done  properly   •  Take  note  of  everything  you  do  and  your  contribu;ons  to  the   project   •  Know  your  ul;mate  professional  goal  
  • 17. USING  WIKIPEDIA   •  Great  staring  point  for  new  research  and  researchers   •  Go  one  stage  deeper   The  most  important  part  of  a   Wikipedia  ar;cle       •  DO  NOT  refer  to  Wikipedia  or  Blogs  directly   •  Compare  Wikipedia  to  Big  Bazaar  
  • 18. READING  RESEARCH  PAPERS   •  Where  to  find  them   •  Wikipedia  references   •  Top  conferences  and  journals  for  your  domain  (Microso   Academic  Search)   •  Google  Scholar   •  What  to  read  in  them    Style                                    Language    Content   •  “How  to  read  a  research  paper”  -­‐  Michael  Mitzenmacher   www.eecs.harvard.edu/~michaelm/postscripts/ReadPaper.pdf‎   •  Make  a  note  or  summary  of  the  paper  and  how  it  relates  to   your  work   •  A  collec;on  of  these  notes  is  your  literature  survey  
  • 19. PARAPHRASE  AND  NOT  PLAGIARIZE   •  Plagiarism  –  copy  pas;ng  directly   •  Professional  and  academic  suicide   •  Copy  the  thought  paste  your  ideas   •  Learn  to  paraphrase   “although  the  storage  capaci;es  of  hard  disks  have  increased   massively  over  the  years,  access  speeds  –  the  rate  at  which  data   can  be  read  from  drives  –  have  not  kept  up”   [1]  White,  Tom  (10  May  2012).  Hadoop:  The  Defini<ve  Guide.  O'Reilly  Media.  p.  3.   ISBN  978-­‐1-­‐4493-­‐3877-­‐0   Over  the  years  there  has  been  an  exponen<al  increase  in  the  storage   capacity  of  hard  disks.  However,  according  to  [1]  the  access  speeds  for   these  disks  have  not  been  able  to  scale  at  the  same  rate.  
  • 20. HAVE  A  RESEARCH  PLAN   •  Know  the  scope  of  your  project   •  Define  a  realis;c  ;meline  for  your  own  benefit   •  Does  not  need  to  be  the  same  as  the  one  in  progress  report   •  You  must  have  an  idea  of  how  you  are  going  to  evaluate  your   work  apart  from  a  working  demo  /  technology   User  Interface  /   Human  Computer   Interac;on     Survey  based   evalua;on   AI  /  Machine   Learning  /  Task   based     Experimental  /  Task   based  evalua;on   Architectural  /   Soware  Engg  /   Technology     Comparison  based   evalua;on  
  • 21. PLAN  TO  WRITE  A  PAPER   •  Not  as  hard  and  ;me  consuming  as  it  seems   •  Most  of  the  work  is  already  done..  It  is  just  needed  to  be   expressed  in  the  right  way   •  Concentrate  on  the  idea  (WHY?)  and  not  the  implementa;on   (HOW?)   •  Every  BE  project  has  the  poten;al  to  be  converted  into  a   decent  published  paper   •  Need  not  be  at  the  best  conference  or  journal   •  Worst  that  can  happen  is  that  it  will  get  rejected   •  Learn  from  the  reviews  
  • 22. ANATOMY  OF  A  GOOD  PAPER   •  Clear  and  Concise   •  Every  word  counts   •  As  short  as  possible   •  Good  relevant  references   •  Explana;on  of  what  is  done  and  planned  to  be  done   •  Evalua;on  method  and  results  if  possible  
  • 23. ANATOMY  OF  A  GOOD  PAPER   •  Introduc;on   •  Brief  overview  of  your  idea  or  project.  What  sets  you  apart.   •  Literature  Review   •  Notes  on  what  you  have  read   •  Methods   •  Explain  what  is  done   •  Discussion   •  What  you  think  about  it  and  future  work   •  Evalua;on   •  How  have  you  evaluated  the  work  and  its  results   •  Conclusion  
  • 24. TO  SUMMARIZE   •  Research  is  not  difficult   •  Cri;cal  thinking  is  the  most  important  outcome   •  Ask  the  right  ques;ons  to  the  right  source   •  Choose  your  project  well   •  Do  consider  wri;ng  a  paper  right  now   •  ALWAYS  DO  WHAT  YOU  WANT  
  • 25. CONCLUSION   Ques;ons?   Project,  Research  Process,       Mentality  aer  BE,  Studies  in   the  US,  Start-­‐ups,  …