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Guidelines	
  on	
  how	
  to	
  Write	
  a	
  Thesis/Paper,	
  
and	
  the	
  Presentation	
  Slides	
  Efficiently	
  
	
  
	
  
Badri	
  Roysam	
  
	
  
	
  
Dear	
  Student,	
  
	
  
Here	
  are	
  some	
  step-­‐by-­‐step	
  guidelines	
  on	
  how	
  to	
  communicate	
  your	
  research	
  ideas	
  
and	
  outcomes	
  in	
  the	
  form	
  of	
  a	
  well-­‐written	
  thesis,	
  proposal,	
  or	
  a	
  paper.	
  It	
  is	
  possible	
  
for	
  the	
  un-­‐initiated	
  student	
  to	
  spend	
  an	
  excessive	
  amount	
  of	
  time	
  and	
  effort,	
  and	
  still	
  
end	
   up	
   with	
   a	
   poorly	
   written	
   document.	
   Usually,	
   a	
   presentation	
   accompanies	
   the	
  
thesis/paper,	
  so	
  my	
  guidelines	
  include	
  the	
  production	
  of	
  the	
  presentation	
  slides	
  as	
  
well.	
  By	
  following	
  my	
  guidelines,	
  you	
  should	
  be	
  able	
  to	
  reduce	
  the	
  time	
  and	
  effort,	
  
and	
  produce	
  a	
  better	
  document.	
  
	
  
Step	
  1:	
  Create	
  the	
  PowerPoint	
  presentation	
  first.	
  This	
  presentation	
  will	
  define	
  
the	
  “story	
  board”	
  for	
  your	
  thesis/paper.	
  Following	
  this	
  storyboard	
  will	
  ease	
  
the	
  thesis	
  writing,	
  and	
  eliminate	
  the	
  need	
  for	
  large-­scale	
  editing.	
  
	
  
There	
  are	
  plenty	
  of	
  past	
  examples	
  of	
  good	
  presentations	
  from	
  my	
  lab	
  available	
  for	
  
you	
  on	
  the	
  FARSIGHT	
  servers.	
  You	
  will	
  notice	
  that	
  all	
  of	
  these	
  presentations	
  follow	
  a	
  
well-­‐established	
  template	
  (dark	
  blue	
  background,	
  white	
  and	
  yellow	
  text,	
  etc.),	
  and	
  a	
  
pattern	
  (specific	
  sequence	
  of	
  sections).	
  Following	
  this	
  template	
  is	
  the	
  fastest	
  and	
  best	
  
way	
  to	
  prepare	
  your	
  presentation.	
  	
  
	
  
Below	
   are	
   the	
   main	
   sections	
   that	
   should	
   be	
   in	
   your	
   presentation,	
   in	
   order.	
   In	
  
practice,	
  it	
  is	
  easier	
  to	
  prepare	
  the	
  presentation	
  in	
  reverse	
  order.	
  Start	
  with	
  results,	
  
then	
  methods,	
  etc.	
  Most	
  presentations	
  last	
  45	
  minutes,	
  so	
  you	
  should	
  encapsulate	
  
your	
  presentation	
  in	
  about	
  40	
  slides,	
  and	
  maintain	
  the	
  rest	
  of	
  the	
  slides	
  as	
  backup	
  
material	
  for	
  answering	
  questions.	
  
	
  
Images:	
   Pull	
   together	
   your	
   images	
   to	
   illustrate	
   the	
   data	
   and	
   its	
   significance,	
   the	
  
image	
  processing	
  challenges,	
  your	
  methods,	
  and	
  results.	
  Whenever	
   you	
   show	
   an	
  
image,	
  make	
  sure	
  to	
  include	
  a	
  scale	
  bar	
  so	
  the	
  reader	
  can	
  understand	
  how	
  big	
  
objects	
   are	
   in	
   physical	
   units	
   (micrometers,	
   seconds,	
   etc.).	
   Pixel	
   units	
   and	
  
integer	
  values	
  representing	
  frame	
  numbers	
  or	
  time	
  points	
  are	
  not	
  acceptable.	
  
	
  
1. Title	
  Slide:	
  choose	
  a	
  title	
  that	
  invites	
  attention	
  to	
  your	
  work,	
  and	
  highlights	
  
the	
   most	
   important	
   accomplishments/claims.	
   Make	
   sure	
   to	
   list	
   your	
   thesis	
  
committee	
  members	
  on	
  this	
  slide.	
  
2. Background	
  and	
  Significance:	
  using	
  figures	
  and	
  text,	
  explain	
  the	
  scientific	
  
background	
  to	
  the	
  problem	
  that	
  you	
  have	
  solved	
  (or	
  you	
  are	
  proposing	
  to	
  
2	
  
	
  
solve),	
   and	
   explain	
   why	
   solving	
   this	
   problem	
   is	
   important	
   (significance).	
  
Usually,	
  our	
  biologist	
  collaborator(s)	
  can	
  help	
  you	
  formulate	
  this	
  slide	
  most	
  
effectively.	
  
3. Problem	
  Statement:	
  Concisely	
  list	
  the	
  overall	
  goal	
  of	
  your	
  study,	
  and	
  then	
  
list	
  the	
  specific	
  aims	
  in	
  plain	
  language.	
  
4. Challenges:	
  using	
  figures	
  and	
  text,	
  explain	
  what	
  is	
  hard	
  about	
  the	
  problem	
  
that	
  you	
  are	
  solving.	
  Usually,	
  one	
  can	
  show	
  images	
  that	
  are	
  noisy,	
  variable,	
  
complex,	
  large,	
  or	
  otherwise	
  challenging.	
  Use	
  arrows	
  and	
  text	
  to	
  highlight	
  the	
  
specific	
  challenges	
  in	
  each	
  image.	
  
5. Prior	
   Literature:	
   using	
   a	
   table	
   or	
   otherwise,	
   identify	
   the	
   most	
   important	
  
papers	
  from	
  the	
  prior	
  literature,	
  and	
  state	
  how	
  your	
  work	
  relates	
  to	
  them.	
  
Usually,	
   your	
   work	
   would	
   improve	
   upon	
   one	
   of	
   more	
   aspects	
   of	
   the	
   prior	
  
work,	
   and	
   it	
   is	
   helpful	
   to	
   say	
   so.	
   Sometimes,	
   you	
   may	
   have	
   adopted	
   great	
  
ideas	
   from	
   some	
   of	
   the	
   prior	
   work,	
   and	
   it	
   is	
   helpful	
   to	
   acknowledge	
   that.	
  
Make	
  sure	
  to	
  cite	
  recent	
  papers	
  –	
  your	
  committee	
  members	
  will	
  think	
  that	
  you	
  
are	
  stuck	
  in	
  the	
  past	
  of	
  your	
  citations	
  are	
  more	
  than	
  2	
  years	
  old.	
  Keep	
  in	
  mind	
  
that	
  there	
  is	
  a	
  pragmatic	
  aspect	
  to	
  selecting	
  the	
  papers	
  to	
  cite.	
  You	
  should	
  
make	
  sure	
  to	
  cite	
  papers	
  of	
  the	
  leaders	
  in	
  the	
  field,	
  and	
  make	
  sure	
  to	
  cite	
  
papers	
   from	
   our	
   own	
   laboratory.	
   You	
   don’t	
   want	
   to	
   be	
   in	
   the	
   unfortunate	
  
position	
  of	
  being	
  told	
  that	
  you	
  are	
  unaware	
  of	
  relevant	
  work!	
  Use	
  PubMed	
  
and	
  Google	
  Scholar	
  frequently	
  to	
  screen	
  for	
  related	
  work.	
  
6. Methods:	
  Use	
  a	
  series	
  of	
  slides	
  to	
  describe	
  the	
  central	
  technical	
  ideas	
  that	
  
form	
  the	
  basis	
  of	
  your	
  work.	
  Make	
  this	
  sufficiently	
  mathematical	
  and	
  deep.	
  
Add	
   references	
   to	
   papers	
   at	
   the	
   bottom	
   of	
   each	
   slide.	
   You	
   are	
   expected	
   to	
  
demonstrate	
  a	
  deep	
  understanding	
  of	
  the	
  field	
  as	
  you	
  go	
  through	
  these	
  slides.	
  
Whenever	
   possible,	
   highlight	
   your	
   advances	
   over	
   the	
   prior	
   literature.	
   The	
  
slides	
  in	
  this	
  section	
  will	
  be	
  somewhat	
  heavy	
  in	
  terms	
  of	
  content.	
  Remember	
  
that	
   when	
   presenting	
   from	
   these	
   slides,	
   you	
   will	
   not	
   plow	
   through	
   every	
  
word,	
  but	
  rather	
  state	
  the	
  main	
  message	
  while	
  being	
  prepared	
  to	
  answer	
  any	
  
in-­‐depth	
  questions.	
  The	
  detailed	
  content	
  on	
  these	
  slides	
  will	
  provide	
  ready	
  
access	
  to	
  materials	
  that	
  will	
  help	
  you	
  answer	
  questions	
  more	
  effectively.	
  
7. Experimental	
  Results:	
  Start	
  by	
  describing	
  the	
  purpose	
  of	
  the	
  experiments.	
  
Then	
   describe	
   the	
   quantitative	
   and	
   qualitative	
   evaluation	
   criteria	
   that	
   you	
  
will	
  use	
  to	
  evaluate	
  your	
  results.	
  Then	
  describe	
  your	
  experimental	
  results.	
  
The	
   goal	
   is	
   to	
   show	
   that	
   your	
   methods	
   are	
   superior	
   to	
   the	
   prior	
   methods.	
  
Make	
  sure	
  to	
  provide	
  a	
  clear	
  interpretation	
  of	
  your	
  results,	
  and	
  explicitly	
  state	
  
their	
  significance/value.	
  Do	
  not	
  just	
  leave	
  the	
  interpretation	
  to	
  the	
  viewer!	
  
8. Summary	
  of	
  Contributions:	
  This	
  slide	
  should	
  match	
  the	
  Goals	
  slide.	
  In	
  other	
  
words,	
   your	
   contributions	
   should	
   bring	
   closure	
   to	
   your	
   presentation	
   by	
  
stating	
  that	
  you	
  have	
  overcome	
  the	
  stated,	
  challenges	
  and	
  accomplished	
  your	
  
goals.	
  This	
  is	
  also	
  a	
  good	
  place	
  to	
  list	
  your	
  publications.	
  
9. Future	
  studies:	
  This	
  is	
  your	
  chance	
  to	
  comment	
  on	
  the	
  broader	
  implications	
  
of	
  your	
  work.	
  Describe	
  ways	
  to	
  extend	
  and/or	
  apply	
  your	
  work	
  on	
  a	
  grander	
  
scale.	
  
	
  
	
  
3	
  
	
  
Presentation	
  Checklist:	
  
	
  
1. Projector	
   Compatibility	
   Check:	
   Actually	
  test	
  your	
  slides	
  on	
  a	
  low-­‐quality	
  
projector.	
   Remember	
   that	
   your	
   desktop	
   monitor	
   is	
   far	
   superior	
   to	
   the	
  
projector	
   that	
   you	
   will	
   use	
   to	
   deliver	
   your	
   presentation.	
   Make	
   sure	
   to	
   use	
  
large	
  fonts	
  with	
  contrasting	
  colors	
  (red	
  text	
  against	
  a	
  dark	
  blue	
  background	
  
will	
  not	
  show	
  well,	
  but	
  white/yellow	
  text	
  will	
  show	
  nicely).	
  	
  
2. Consistency	
   Check:	
   Make	
   sure	
   that	
   all	
   the	
   arrows	
   and	
   boxes	
   are	
   thick	
  
enough	
  to	
  be	
  seen	
  on	
  a	
  screen.	
  Make	
  sure	
  that	
  all	
  equations	
  are	
  formatted	
  
using	
  the	
  same	
  tool.	
  Symbols	
  for	
  the	
  same	
  variable	
  should	
  look	
  EXACTLY	
  the	
  
same	
  in	
  all	
  equations	
  throughout	
  the	
  presentation.	
  The	
  color	
  scheme	
  should	
  
be	
  exactly	
  consistent	
  throughout	
  the	
  talk.	
  Use	
  white	
  text	
  (bold	
  without	
  serif,	
  
like	
   Arial/	
   Trebuchet)	
   for	
   normal	
   text,	
   and	
   yellow	
   for	
   highlight	
   text.	
   It	
   is	
  
extremely	
  important	
  to	
  be	
  consistent	
  in	
  your	
  use	
  of	
  fonts	
  and	
  colors,	
  otherwise	
  
you	
  will	
  appear	
  unprofessional.	
  
3. Animation	
   Simplicity	
   Check:	
   Animations	
   are	
   a	
   great	
   way	
   to	
   bring	
   your	
  
ideas	
  alive	
  on	
  the	
  screen,	
  but	
  please	
  use	
  them	
  sparingly.	
  Overly	
  complex	
  and	
  
frequent	
  animations	
  will	
  make	
  your	
  audience	
  dizzy	
  rather	
  than	
  enthralled.	
  
The	
  best	
  way	
  to	
  include	
  movies	
  in	
  your	
  talk	
  is	
  to	
  paste	
  GIF	
  animations.	
  This	
  
will	
  result	
  in	
  a	
  larger	
  file	
  size,	
  but	
  don’t	
  worry.	
  The	
  resulting	
  portability	
  is	
  
well	
  worth	
  the	
  investment	
  in	
  megabytes.	
  
4. Take-­home	
   message	
   Check:	
   Check	
   that	
   each	
   slide	
   has	
   a	
   clear	
   take-­‐home	
  
message	
  (conclusion)	
  that	
  leads	
  naturally	
  to	
  the	
  next	
  slide.	
  
5. Validation	
   Check:	
   Make	
   sure	
   that	
   all	
   of	
   your	
   claims	
   are	
   supported	
   by	
  
experimental	
  results,	
  and	
  that	
  the	
  results	
  are	
  validated.	
  When	
  possible,	
  use	
  
statistical	
  significance	
  measures	
  to	
  describe	
  your	
  confidence	
  in	
  your	
  results.	
  
6. Spelling	
  and	
  Grammar	
  Check:	
  PowerPoint	
  indicates	
  spelling	
  and	
  grammar	
  
errors.	
  Make	
  sure	
  that	
  there	
  are	
  no	
  errors	
  in	
  your	
  slides.	
  If	
  in	
  doubt,	
  ask	
  a	
  
colleague	
  if	
  they	
  can	
  understand	
  your	
  message	
  easily.	
  	
  
7. Knowledge	
   check:	
   Make	
   sure	
   that	
   you	
   have	
   sufficient	
   background	
  
knowledge	
  to	
  answer	
  questions	
  for	
  each	
  slide.	
  Study	
  as	
  needed.	
  
	
  
	
  
Step	
   2:	
   Show	
   your	
   presentation	
   to	
   your	
   lab	
   mates	
   first,	
   and	
   then	
   to	
   your	
  
advisor.	
  	
  
	
  
You	
  should	
  seek	
  comments	
  from	
  as	
  many	
  people	
  as	
  possible,	
  and	
  use	
  peer	
  feedback	
  
to	
  make	
  your	
  presentation	
  better.	
  Once	
  the	
  presentation	
  passes	
  the	
  initial	
  checklists	
  
noted	
  above,	
  your	
  advisor	
  is	
  in	
  a	
  good	
  position	
  to	
  provide	
  in-­‐depth	
  feedback	
  in	
  an	
  
efficient	
  manner.	
  Expect	
  to	
  go	
  through	
  multiple	
  revisions	
  of	
  you	
  presentation.	
  Once	
  
the	
  advisor	
  is	
  satisfied,	
  you	
  may	
  start	
  your	
  thesis	
  writing.	
  
	
  
	
  
	
  
	
  
	
  
4	
  
	
  
Step	
  3:	
  Write	
  your	
  thesis/paper,	
  in	
  reverse	
  order	
  
	
  
Do	
   not	
   start	
   with	
   the	
   abstract/introduction	
  –	
   you	
   can	
   easily	
   get	
   stuck	
   with	
   these	
  
sections.	
  Instead,	
  start	
  with	
  the	
  Experimental	
  Results	
  and	
  Conclusion	
  sections,	
  then	
  
the	
  Methods	
  section,	
  and	
  so	
  on.	
  The	
  abstract	
  should	
  be	
  written	
  last.	
  
	
  
Again,	
  there	
  are	
  numerous	
  examples	
  of	
  past	
  theses	
  that	
  you	
  can	
  learn	
  from.	
  Here	
  are	
  
some	
  of	
  the	
  most	
  critical	
  practical	
  issues.	
  Most	
  of	
  these	
  issues	
  arise	
  from	
  the	
  way	
  
people	
  read	
  theses.	
  Readers	
  rarely	
  start	
  from	
  the	
  beginning	
  and	
  work	
  their	
  way	
  to	
  
the	
  last	
  word.	
  They	
  usually	
  look	
  at	
  the	
  figures	
  first,	
  look	
  at	
  the	
  conclusions	
  next,	
  and	
  
then	
  read	
  the	
  introduction.	
  If	
  still	
  interested,	
  the	
  reader	
  will	
  dig	
  into	
  the	
  methods	
  
section,	
   and	
   then	
   re-­‐visit	
   other	
   sections	
   as	
   needed	
   to	
   grasp	
   the	
   message	
   of	
   your	
  
thesis.	
  As	
  he/she	
  flips	
  around	
  your	
  document,	
  impressions	
  are	
  being	
  formed.	
  For	
  
example,	
  inconsistent	
  formatting	
  or	
  poor	
  grammar	
  will	
  irritate	
  the	
  reader,	
  and	
  make	
  
them	
   less	
   favorably	
   inclined	
   to	
   endorse	
   your	
   work.	
   With	
   this	
   in	
   mind,	
   here	
   is	
   a	
  
checklist	
  for	
  you:	
  
	
  
1. Document	
  Structure	
  Check:	
  the	
  entire	
  document	
  should	
  have	
  a	
  hierarchical	
  
structure.	
   At	
   the	
   lowest	
   level,	
   make	
   sure	
   that	
   each	
   paragraph	
   has	
   a	
   lead	
  
sentence,	
   and	
   a	
   closing	
   sentence.	
   Make	
   sure	
   that	
   each	
   section	
   has	
   an	
  
introductory	
  paragraph	
  and	
  a	
  closing	
  paragraph.	
  This	
  structure	
  will	
  enable	
  
readers	
  to	
  go	
  over	
  your	
  thesis	
  quickly.	
  
	
  
2. Three-­part	
   Figure	
   Captions	
   Check:	
   Every	
  figure	
  should	
  be	
  big	
  and	
  clear,	
  
and	
  on	
  a	
  separate	
  page.	
  Remember	
  that	
  the	
  readers	
  may	
  be	
  older,	
  and	
  have	
  
poorer	
  eyesight	
  than	
  you.	
  Make	
  sure	
  to	
  use	
  bright	
  colors	
  and	
  such	
  other	
  tools	
  
to	
   make	
   your	
   figures	
   easy	
   to	
   see.	
   Readers	
   should	
   not	
   be	
   assumed	
   to	
  
understand	
  the	
  message	
  by	
  just	
  looking	
  at	
  the	
  figure.	
  Readers	
  should	
  not	
  be	
  
assumed	
   to	
   even	
   read	
   the	
   main	
   text	
   where	
   the	
   figure	
   is	
   described.	
   On	
   the	
  
other	
   hand,	
   the	
   figure	
   caption	
   should	
   be	
   a	
   stand-­‐alone	
   item	
   that	
   should	
  
describe	
  everything	
  needed	
  to	
  understand	
  the	
  central	
  message	
  conveyed	
  by	
  
the	
  figure.	
  For	
  this,	
  make	
  sure	
  that	
  each	
  figure	
  caption	
  consists	
  of	
  three	
  parts.	
  
The	
   first	
   sentence	
   should	
   describe	
   what	
   the	
   figure	
   is	
   about,	
   and	
   what	
  
purpose	
  it	
  serves.	
  Next,	
  you	
  should	
  walk	
  your	
  reader	
  through	
  each	
  panel	
  of	
  
your	
  figure,	
  and	
  point	
  out	
  the	
  important	
  items	
  (these	
  should	
  be	
  highlighted	
  
with	
  arrows,	
  boxes,	
  highlight	
  colors	
  etc.).	
  The	
  caption	
  should	
  then	
  provide	
  a	
  
closing	
  sentence	
  stating	
  the	
  conclusion	
  (take-­‐home	
  message).	
  Sometimes,	
  you	
  
may	
  adopt/borrow	
  figures	
  from	
  other	
  colleagues	
  –	
  make	
  sure	
  to	
  acknowledge	
  
them	
  clearly.	
  
	
  
3. Graph	
  Check:	
  Whenever	
  you	
  have	
  graphs,	
  make	
  sure	
  that	
  each	
  of	
  the	
  graph	
  
axes	
  is	
  labeled	
  with	
  at	
  least	
  2	
  items:	
  (i)	
  indicate	
  what	
  is	
  being	
  plotted,	
  using	
  
appropriate	
  mathematical	
  symbols;	
  and	
  (ii)	
  state	
  the	
  units,	
  again	
  using	
  the	
  
correct	
   symbols.	
   Use	
   physical	
   units	
   whenever	
   possible,	
   rather	
   than	
   pixel	
  
units.	
  Finally,	
  make	
  sure	
  that	
  the	
  fonts	
  and	
  lines	
  are	
  thick	
  and	
  easy	
  to	
  view.	
  
The	
   font	
   on	
   graphs	
   should	
   be	
   consistent	
   with	
   the	
   thesis	
   text.	
   Avoid	
   colors	
  
5	
  
	
  
when	
   possible,	
   so	
   your	
   graph	
   can	
   be	
   understood	
   even	
   from	
   a	
   black/white	
  
photocopy.	
  
	
  
4. Equation	
   Presentation	
   Check:	
   Mathematical	
   symbols	
   and	
   equations	
   are	
  
extremely	
  important	
  to	
  a	
  paper/thesis,	
  and	
  presenting	
  them	
  in	
  a	
  professional	
  
manner	
  is	
  extremely	
  important.	
  Before	
  you	
  start	
  typing	
  your	
  equations,	
  make	
  
sure	
  to	
  come	
  up	
  with	
  a	
  consistent	
  notation.	
  Make	
  sure	
  that	
  symbols	
  are	
  not	
  
reused.	
  	
  
	
  	
  	
  	
  	
  	
  Now,	
   there	
   are	
   two	
   kinds	
   of	
   equations	
   –	
   inline	
   equations,	
   for	
   example,	
  
,	
  and	
  offset	
  equations,	
  for	
  example:	
  
	
  
,	
  	
   	
   	
   	
   (1)	
  
	
  
where	
   	
  is	
  the	
  index.	
  There	
  are	
  at	
  least	
  FOUR	
  parts	
  to	
  each	
  offset	
  
equation:	
  (i)	
  the	
  equation	
  (this	
  should	
  be	
  centered	
  on	
  the	
  line);	
  (ii)	
  the	
  
punctuation	
  following	
  the	
  equation	
  (for	
  punctuation	
  purposes,	
  treat	
  the	
  
entire	
  equation	
  as	
  if	
  it	
  were	
  a	
  single	
  word);	
  (iii)	
  the	
  equation	
  number	
  (so	
  you	
  
may	
  reference	
  this	
  equation	
  in	
  the	
  text);	
  and	
  (iv)	
  a	
  follow-­‐on	
  explanation	
  of	
  
symbols	
  used	
  in	
  the	
  offset	
  equation.	
  Quite	
  often,	
  you	
  will	
  need	
  to	
  add	
  a	
  
sentence	
  preceding	
  the	
  offset	
  equation	
  that	
  explains	
  the	
  purpose	
  of	
  the	
  
equation,	
  and	
  relates	
  the	
  names	
  of	
  variables	
  to	
  mathematical	
  symbols.	
  For	
  
example,	
  the	
  sentence	
  “The	
  total	
  image	
  flux,	
  denoted	
   ,	
  is	
  the	
  product	
  of	
  the	
  
image	
  fluxes	
  for	
  the	
   elements,	
  and	
  is	
  mathematically	
  written	
  as	
  follows…”	
  
	
  	
  	
  	
  	
  In	
  a	
  paper/thesis,	
  you	
  are	
  very	
  likely	
  to	
  have	
  a	
  sequence	
  of	
  equations.	
  
These	
  should	
  be	
  interspersed	
  with	
  explanatory	
  text.	
  Without	
  this	
  “glue	
  text,”	
  
the	
  reader	
  may	
  have	
  a	
  hard	
  time	
  understanding	
  your	
  work.	
  The	
  consequences	
  
of	
  unclear	
  writing	
  can	
  be	
  awful,	
  especially	
  of	
  the	
  reader	
  is	
  judging	
  your	
  work!	
  	
  
	
  	
  
5. Equation	
  Formatting	
  Check:	
  Make	
  sure	
  to	
  use	
  the	
  same	
  equation	
  editor	
  for	
  
both	
   inline	
   and	
   offset	
   equations.	
   You	
   should	
   make	
   sure	
   that	
   each	
   symbol	
  
looks	
   exactly	
   the	
   same	
   in	
   each	
   equation,	
   regardless	
   of	
   where	
   it	
   is	
   (inline	
  
equation	
  in	
  text,	
  offset	
  equation,	
  equation	
  in	
  a	
  figure,	
  etc.).	
  DO	
  NOT	
  BE	
  LAZY	
  
ABOUT	
  THIS.	
  A	
  common	
  temptation	
  is	
  to	
  type	
  inline	
  mathematical	
  symbols	
  
without	
  the	
  equation	
  editor.	
  Here	
  is	
  a	
  bad	
  example:	
  
	
  
“The	
  total	
  number	
  of	
  elements	
  is	
  denoted	
  as	
  N.”	
  
	
  
Here	
  is	
  the	
  correct	
  version:	
  
	
  
“The	
  total	
  number	
  of	
  elements	
  is	
  denoted .”	
  
	
  
	
  	
  	
  	
  	
  Make	
   sure	
   that	
   there	
   is	
   no	
   re-­‐use	
   of	
   symbols	
   that	
   may	
   cause	
   confusion.	
  
When	
   you	
   imply	
   a	
   multiply	
   or	
   a	
   cross	
   product,	
   use	
   the	
   proper	
   symbol	
   “×”	
  
rather	
  than	
  the	
  letter	
  x.	
  The	
  best	
  way	
  to	
  ensure	
  consistent	
  and	
  clear	
  use	
  of	
  
6	
  
	
  
symbols	
  is	
  to	
  create	
  a	
  glossary	
  of	
  symbols	
  that	
  you	
  follow	
  consistently.	
  Again,	
  
do	
  not	
  be	
  lazy	
  about	
  this	
  issue.	
  Typing	
  equations	
  correctly	
  at	
  the	
  outset	
  will	
  
save	
  you	
  a	
  lot	
  of	
  effort	
  later.	
  
	
  
6. Acronym	
  Check:	
  Avoid/minimize	
  the	
  use	
  of	
  acronyms	
  to	
  the	
  extent	
  possible.	
  
Too	
  many	
  acronyms	
  make	
  it	
  harder	
  for	
  a	
  reader	
  to	
  understand	
  your	
  work.	
  
Use	
  acronyms	
  for	
  only	
  the	
  most	
  commonly	
  used	
  phrases.	
  	
  
	
  	
  	
  	
  	
  	
  	
  Make	
   sure	
   that	
   all	
   acronyms	
   are	
   defined	
   in	
   a	
   sentence	
   before	
   they	
   are	
  
used	
  again.	
  For	
  example,	
  “the	
  Point	
  Spread	
  Function	
  (PSF)	
  of	
  a	
  microscope	
  is	
  
a	
   three-­‐dimensional	
   (3-­‐D)	
   profile	
   describing	
   the	
   blurring	
   pattern	
   of	
   a	
  
microscope.”	
  It	
  does	
  not	
  hurt	
  to	
  define	
  acronyms	
  again	
  a	
  few	
  more	
  times	
  in	
  
your	
  thesis	
  so	
  the	
  reader	
  does	
  not	
  have	
  to	
  search	
  for	
  their	
  meaning.	
  
	
  
7. Programming	
   Variables	
   Check:	
   You	
   should	
   never	
   have	
   an	
   equation	
   with	
  
programming	
  variable	
  names	
  in	
  it.	
  For	
  example,	
  you	
  may	
  have	
  a	
  variable	
  in	
  
your	
  computer	
  program	
  called	
  “counts”.	
  This	
  does	
  not	
  mean	
  that	
  you	
  should	
  
use	
  “counts”	
  in	
  an	
  equation	
  directly	
  in	
  your	
  thesis.	
  Instead,	
  create	
  a	
  symbol,	
  
say	
  N,	
  and	
  use	
  it	
  instead.	
  	
  
	
  
8. Citation	
  Check:	
  All	
  citations	
  should	
  be	
  handled	
  in	
  a	
  consistent	
  manner.	
  One	
  
frequently	
   problematic	
   phrase	
   is	
   “et	
   al.”	
   referring	
   to	
   multiple	
   authors.	
   You	
  
should	
  place	
  a	
  period	
  after	
  the	
  “al”	
  but	
  not	
  after	
  the	
  “et”.	
  Here	
  is	
  the	
  reason	
  
for	
  this	
  rule.	
  In	
  Latin,	
  “et”	
  is	
  a	
  full	
  word	
  that	
  means	
  “and”.	
  On	
  the	
  other	
  hand,	
  
“al.”	
  is	
  the	
  short	
  form	
  of	
  “allii”	
  a	
  word	
  that	
  means	
  “allies,”	
  or	
  “others.”	
  Look	
  it	
  
up.	
  
	
  
9. Capitalization	
  Check:	
  All	
  titles	
  should	
  be	
  in	
  Title	
  Case.	
  The	
  second	
  part	
  of	
  a	
  
hyphenated	
  phrase	
  should	
  be	
  in	
  lower	
  case,	
  for	
  example	
  “Long-­‐term”.	
  
	
  
10. Spelling	
  and	
  Grammar	
  Check:	
  It	
  is	
  better	
  to	
  compose	
  your	
  text	
  in	
  MS	
  Word	
  
rather	
   than	
   LaTex,	
   because	
   the	
   former	
   checks	
   your	
   spelling	
   and	
   grammar,	
  
whereas	
  the	
  latter	
  does	
  not	
  check	
  for	
  grammar	
  errors.	
  Regardless	
  of	
  what	
  
tool	
   you	
   use,	
   make	
   sure	
   that	
   there	
   are	
   no	
   spelling	
   and	
   grammar	
   errors	
   –	
  
these	
   are	
   distracting	
   and	
   embarrassing.	
   One	
   common	
   type	
   of	
   error	
   that	
   is	
  
often	
   not	
   flagged	
   by	
   automated	
   tools	
   is	
   a	
   missing	
   article	
   (“the”).	
   Here	
   are	
  
some	
  websites	
  that	
  you	
  must	
  study:	
  
	
  
http://learnenglish.britishcouncil.org/en/grammar-­‐reference/articles-­‐1	
  
http://learnenglish.britishcouncil.org/en/grammar-­‐reference/articles-­‐2	
  
http://en.wikipedia.org/wiki/Article_(grammar)	
  	
  
	
  
11. Abstract	
   Completeness	
   Check:	
   The	
   abstract	
   should	
   be	
   written	
   last.	
   It	
  
should	
  have	
  all	
  of	
  the	
  essential	
  elements	
  in	
  it	
  to	
  form	
  a	
  complete	
  summary	
  of	
  
the	
  paper.	
  Take	
  a	
  look	
  at	
  this	
  website	
  for	
  guidance:	
  	
  
http://www.ece.cmu.edu/~koopman/essays/abstract.html	
  	
  
	
  

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guidelines_on_how_to_write_a_thesis.pdf

  • 1. 1     Guidelines  on  how  to  Write  a  Thesis/Paper,   and  the  Presentation  Slides  Efficiently       Badri  Roysam       Dear  Student,     Here  are  some  step-­‐by-­‐step  guidelines  on  how  to  communicate  your  research  ideas   and  outcomes  in  the  form  of  a  well-­‐written  thesis,  proposal,  or  a  paper.  It  is  possible   for  the  un-­‐initiated  student  to  spend  an  excessive  amount  of  time  and  effort,  and  still   end   up   with   a   poorly   written   document.   Usually,   a   presentation   accompanies   the   thesis/paper,  so  my  guidelines  include  the  production  of  the  presentation  slides  as   well.  By  following  my  guidelines,  you  should  be  able  to  reduce  the  time  and  effort,   and  produce  a  better  document.     Step  1:  Create  the  PowerPoint  presentation  first.  This  presentation  will  define   the  “story  board”  for  your  thesis/paper.  Following  this  storyboard  will  ease   the  thesis  writing,  and  eliminate  the  need  for  large-­scale  editing.     There  are  plenty  of  past  examples  of  good  presentations  from  my  lab  available  for   you  on  the  FARSIGHT  servers.  You  will  notice  that  all  of  these  presentations  follow  a   well-­‐established  template  (dark  blue  background,  white  and  yellow  text,  etc.),  and  a   pattern  (specific  sequence  of  sections).  Following  this  template  is  the  fastest  and  best   way  to  prepare  your  presentation.       Below   are   the   main   sections   that   should   be   in   your   presentation,   in   order.   In   practice,  it  is  easier  to  prepare  the  presentation  in  reverse  order.  Start  with  results,   then  methods,  etc.  Most  presentations  last  45  minutes,  so  you  should  encapsulate   your  presentation  in  about  40  slides,  and  maintain  the  rest  of  the  slides  as  backup   material  for  answering  questions.     Images:   Pull   together   your   images   to   illustrate   the   data   and   its   significance,   the   image  processing  challenges,  your  methods,  and  results.  Whenever   you   show   an   image,  make  sure  to  include  a  scale  bar  so  the  reader  can  understand  how  big   objects   are   in   physical   units   (micrometers,   seconds,   etc.).   Pixel   units   and   integer  values  representing  frame  numbers  or  time  points  are  not  acceptable.     1. Title  Slide:  choose  a  title  that  invites  attention  to  your  work,  and  highlights   the   most   important   accomplishments/claims.   Make   sure   to   list   your   thesis   committee  members  on  this  slide.   2. Background  and  Significance:  using  figures  and  text,  explain  the  scientific   background  to  the  problem  that  you  have  solved  (or  you  are  proposing  to  
  • 2. 2     solve),   and   explain   why   solving   this   problem   is   important   (significance).   Usually,  our  biologist  collaborator(s)  can  help  you  formulate  this  slide  most   effectively.   3. Problem  Statement:  Concisely  list  the  overall  goal  of  your  study,  and  then   list  the  specific  aims  in  plain  language.   4. Challenges:  using  figures  and  text,  explain  what  is  hard  about  the  problem   that  you  are  solving.  Usually,  one  can  show  images  that  are  noisy,  variable,   complex,  large,  or  otherwise  challenging.  Use  arrows  and  text  to  highlight  the   specific  challenges  in  each  image.   5. Prior   Literature:   using   a   table   or   otherwise,   identify   the   most   important   papers  from  the  prior  literature,  and  state  how  your  work  relates  to  them.   Usually,   your   work   would   improve   upon   one   of   more   aspects   of   the   prior   work,   and   it   is   helpful   to   say   so.   Sometimes,   you   may   have   adopted   great   ideas   from   some   of   the   prior   work,   and   it   is   helpful   to   acknowledge   that.   Make  sure  to  cite  recent  papers  –  your  committee  members  will  think  that  you   are  stuck  in  the  past  of  your  citations  are  more  than  2  years  old.  Keep  in  mind   that  there  is  a  pragmatic  aspect  to  selecting  the  papers  to  cite.  You  should   make  sure  to  cite  papers  of  the  leaders  in  the  field,  and  make  sure  to  cite   papers   from   our   own   laboratory.   You   don’t   want   to   be   in   the   unfortunate   position  of  being  told  that  you  are  unaware  of  relevant  work!  Use  PubMed   and  Google  Scholar  frequently  to  screen  for  related  work.   6. Methods:  Use  a  series  of  slides  to  describe  the  central  technical  ideas  that   form  the  basis  of  your  work.  Make  this  sufficiently  mathematical  and  deep.   Add   references   to   papers   at   the   bottom   of   each   slide.   You   are   expected   to   demonstrate  a  deep  understanding  of  the  field  as  you  go  through  these  slides.   Whenever   possible,   highlight   your   advances   over   the   prior   literature.   The   slides  in  this  section  will  be  somewhat  heavy  in  terms  of  content.  Remember   that   when   presenting   from   these   slides,   you   will   not   plow   through   every   word,  but  rather  state  the  main  message  while  being  prepared  to  answer  any   in-­‐depth  questions.  The  detailed  content  on  these  slides  will  provide  ready   access  to  materials  that  will  help  you  answer  questions  more  effectively.   7. Experimental  Results:  Start  by  describing  the  purpose  of  the  experiments.   Then   describe   the   quantitative   and   qualitative   evaluation   criteria   that   you   will  use  to  evaluate  your  results.  Then  describe  your  experimental  results.   The   goal   is   to   show   that   your   methods   are   superior   to   the   prior   methods.   Make  sure  to  provide  a  clear  interpretation  of  your  results,  and  explicitly  state   their  significance/value.  Do  not  just  leave  the  interpretation  to  the  viewer!   8. Summary  of  Contributions:  This  slide  should  match  the  Goals  slide.  In  other   words,   your   contributions   should   bring   closure   to   your   presentation   by   stating  that  you  have  overcome  the  stated,  challenges  and  accomplished  your   goals.  This  is  also  a  good  place  to  list  your  publications.   9. Future  studies:  This  is  your  chance  to  comment  on  the  broader  implications   of  your  work.  Describe  ways  to  extend  and/or  apply  your  work  on  a  grander   scale.      
  • 3. 3     Presentation  Checklist:     1. Projector   Compatibility   Check:   Actually  test  your  slides  on  a  low-­‐quality   projector.   Remember   that   your   desktop   monitor   is   far   superior   to   the   projector   that   you   will   use   to   deliver   your   presentation.   Make   sure   to   use   large  fonts  with  contrasting  colors  (red  text  against  a  dark  blue  background   will  not  show  well,  but  white/yellow  text  will  show  nicely).     2. Consistency   Check:   Make   sure   that   all   the   arrows   and   boxes   are   thick   enough  to  be  seen  on  a  screen.  Make  sure  that  all  equations  are  formatted   using  the  same  tool.  Symbols  for  the  same  variable  should  look  EXACTLY  the   same  in  all  equations  throughout  the  presentation.  The  color  scheme  should   be  exactly  consistent  throughout  the  talk.  Use  white  text  (bold  without  serif,   like   Arial/   Trebuchet)   for   normal   text,   and   yellow   for   highlight   text.   It   is   extremely  important  to  be  consistent  in  your  use  of  fonts  and  colors,  otherwise   you  will  appear  unprofessional.   3. Animation   Simplicity   Check:   Animations   are   a   great   way   to   bring   your   ideas  alive  on  the  screen,  but  please  use  them  sparingly.  Overly  complex  and   frequent  animations  will  make  your  audience  dizzy  rather  than  enthralled.   The  best  way  to  include  movies  in  your  talk  is  to  paste  GIF  animations.  This   will  result  in  a  larger  file  size,  but  don’t  worry.  The  resulting  portability  is   well  worth  the  investment  in  megabytes.   4. Take-­home   message   Check:   Check   that   each   slide   has   a   clear   take-­‐home   message  (conclusion)  that  leads  naturally  to  the  next  slide.   5. Validation   Check:   Make   sure   that   all   of   your   claims   are   supported   by   experimental  results,  and  that  the  results  are  validated.  When  possible,  use   statistical  significance  measures  to  describe  your  confidence  in  your  results.   6. Spelling  and  Grammar  Check:  PowerPoint  indicates  spelling  and  grammar   errors.  Make  sure  that  there  are  no  errors  in  your  slides.  If  in  doubt,  ask  a   colleague  if  they  can  understand  your  message  easily.     7. Knowledge   check:   Make   sure   that   you   have   sufficient   background   knowledge  to  answer  questions  for  each  slide.  Study  as  needed.       Step   2:   Show   your   presentation   to   your   lab   mates   first,   and   then   to   your   advisor.       You  should  seek  comments  from  as  many  people  as  possible,  and  use  peer  feedback   to  make  your  presentation  better.  Once  the  presentation  passes  the  initial  checklists   noted  above,  your  advisor  is  in  a  good  position  to  provide  in-­‐depth  feedback  in  an   efficient  manner.  Expect  to  go  through  multiple  revisions  of  you  presentation.  Once   the  advisor  is  satisfied,  you  may  start  your  thesis  writing.            
  • 4. 4     Step  3:  Write  your  thesis/paper,  in  reverse  order     Do   not   start   with   the   abstract/introduction  –   you   can   easily   get   stuck   with   these   sections.  Instead,  start  with  the  Experimental  Results  and  Conclusion  sections,  then   the  Methods  section,  and  so  on.  The  abstract  should  be  written  last.     Again,  there  are  numerous  examples  of  past  theses  that  you  can  learn  from.  Here  are   some  of  the  most  critical  practical  issues.  Most  of  these  issues  arise  from  the  way   people  read  theses.  Readers  rarely  start  from  the  beginning  and  work  their  way  to   the  last  word.  They  usually  look  at  the  figures  first,  look  at  the  conclusions  next,  and   then  read  the  introduction.  If  still  interested,  the  reader  will  dig  into  the  methods   section,   and   then   re-­‐visit   other   sections   as   needed   to   grasp   the   message   of   your   thesis.  As  he/she  flips  around  your  document,  impressions  are  being  formed.  For   example,  inconsistent  formatting  or  poor  grammar  will  irritate  the  reader,  and  make   them   less   favorably   inclined   to   endorse   your   work.   With   this   in   mind,   here   is   a   checklist  for  you:     1. Document  Structure  Check:  the  entire  document  should  have  a  hierarchical   structure.   At   the   lowest   level,   make   sure   that   each   paragraph   has   a   lead   sentence,   and   a   closing   sentence.   Make   sure   that   each   section   has   an   introductory  paragraph  and  a  closing  paragraph.  This  structure  will  enable   readers  to  go  over  your  thesis  quickly.     2. Three-­part   Figure   Captions   Check:   Every  figure  should  be  big  and  clear,   and  on  a  separate  page.  Remember  that  the  readers  may  be  older,  and  have   poorer  eyesight  than  you.  Make  sure  to  use  bright  colors  and  such  other  tools   to   make   your   figures   easy   to   see.   Readers   should   not   be   assumed   to   understand  the  message  by  just  looking  at  the  figure.  Readers  should  not  be   assumed   to   even   read   the   main   text   where   the   figure   is   described.   On   the   other   hand,   the   figure   caption   should   be   a   stand-­‐alone   item   that   should   describe  everything  needed  to  understand  the  central  message  conveyed  by   the  figure.  For  this,  make  sure  that  each  figure  caption  consists  of  three  parts.   The   first   sentence   should   describe   what   the   figure   is   about,   and   what   purpose  it  serves.  Next,  you  should  walk  your  reader  through  each  panel  of   your  figure,  and  point  out  the  important  items  (these  should  be  highlighted   with  arrows,  boxes,  highlight  colors  etc.).  The  caption  should  then  provide  a   closing  sentence  stating  the  conclusion  (take-­‐home  message).  Sometimes,  you   may  adopt/borrow  figures  from  other  colleagues  –  make  sure  to  acknowledge   them  clearly.     3. Graph  Check:  Whenever  you  have  graphs,  make  sure  that  each  of  the  graph   axes  is  labeled  with  at  least  2  items:  (i)  indicate  what  is  being  plotted,  using   appropriate  mathematical  symbols;  and  (ii)  state  the  units,  again  using  the   correct   symbols.   Use   physical   units   whenever   possible,   rather   than   pixel   units.  Finally,  make  sure  that  the  fonts  and  lines  are  thick  and  easy  to  view.   The   font   on   graphs   should   be   consistent   with   the   thesis   text.   Avoid   colors  
  • 5. 5     when   possible,   so   your   graph   can   be   understood   even   from   a   black/white   photocopy.     4. Equation   Presentation   Check:   Mathematical   symbols   and   equations   are   extremely  important  to  a  paper/thesis,  and  presenting  them  in  a  professional   manner  is  extremely  important.  Before  you  start  typing  your  equations,  make   sure  to  come  up  with  a  consistent  notation.  Make  sure  that  symbols  are  not   reused.                Now,   there   are   two   kinds   of   equations   –   inline   equations,   for   example,   ,  and  offset  equations,  for  example:     ,           (1)     where    is  the  index.  There  are  at  least  FOUR  parts  to  each  offset   equation:  (i)  the  equation  (this  should  be  centered  on  the  line);  (ii)  the   punctuation  following  the  equation  (for  punctuation  purposes,  treat  the   entire  equation  as  if  it  were  a  single  word);  (iii)  the  equation  number  (so  you   may  reference  this  equation  in  the  text);  and  (iv)  a  follow-­‐on  explanation  of   symbols  used  in  the  offset  equation.  Quite  often,  you  will  need  to  add  a   sentence  preceding  the  offset  equation  that  explains  the  purpose  of  the   equation,  and  relates  the  names  of  variables  to  mathematical  symbols.  For   example,  the  sentence  “The  total  image  flux,  denoted   ,  is  the  product  of  the   image  fluxes  for  the   elements,  and  is  mathematically  written  as  follows…”            In  a  paper/thesis,  you  are  very  likely  to  have  a  sequence  of  equations.   These  should  be  interspersed  with  explanatory  text.  Without  this  “glue  text,”   the  reader  may  have  a  hard  time  understanding  your  work.  The  consequences   of  unclear  writing  can  be  awful,  especially  of  the  reader  is  judging  your  work!         5. Equation  Formatting  Check:  Make  sure  to  use  the  same  equation  editor  for   both   inline   and   offset   equations.   You   should   make   sure   that   each   symbol   looks   exactly   the   same   in   each   equation,   regardless   of   where   it   is   (inline   equation  in  text,  offset  equation,  equation  in  a  figure,  etc.).  DO  NOT  BE  LAZY   ABOUT  THIS.  A  common  temptation  is  to  type  inline  mathematical  symbols   without  the  equation  editor.  Here  is  a  bad  example:     “The  total  number  of  elements  is  denoted  as  N.”     Here  is  the  correct  version:     “The  total  number  of  elements  is  denoted .”              Make   sure   that   there   is   no   re-­‐use   of   symbols   that   may   cause   confusion.   When   you   imply   a   multiply   or   a   cross   product,   use   the   proper   symbol   “×”   rather  than  the  letter  x.  The  best  way  to  ensure  consistent  and  clear  use  of  
  • 6. 6     symbols  is  to  create  a  glossary  of  symbols  that  you  follow  consistently.  Again,   do  not  be  lazy  about  this  issue.  Typing  equations  correctly  at  the  outset  will   save  you  a  lot  of  effort  later.     6. Acronym  Check:  Avoid/minimize  the  use  of  acronyms  to  the  extent  possible.   Too  many  acronyms  make  it  harder  for  a  reader  to  understand  your  work.   Use  acronyms  for  only  the  most  commonly  used  phrases.                  Make   sure   that   all   acronyms   are   defined   in   a   sentence   before   they   are   used  again.  For  example,  “the  Point  Spread  Function  (PSF)  of  a  microscope  is   a   three-­‐dimensional   (3-­‐D)   profile   describing   the   blurring   pattern   of   a   microscope.”  It  does  not  hurt  to  define  acronyms  again  a  few  more  times  in   your  thesis  so  the  reader  does  not  have  to  search  for  their  meaning.     7. Programming   Variables   Check:   You   should   never   have   an   equation   with   programming  variable  names  in  it.  For  example,  you  may  have  a  variable  in   your  computer  program  called  “counts”.  This  does  not  mean  that  you  should   use  “counts”  in  an  equation  directly  in  your  thesis.  Instead,  create  a  symbol,   say  N,  and  use  it  instead.       8. Citation  Check:  All  citations  should  be  handled  in  a  consistent  manner.  One   frequently   problematic   phrase   is   “et   al.”   referring   to   multiple   authors.   You   should  place  a  period  after  the  “al”  but  not  after  the  “et”.  Here  is  the  reason   for  this  rule.  In  Latin,  “et”  is  a  full  word  that  means  “and”.  On  the  other  hand,   “al.”  is  the  short  form  of  “allii”  a  word  that  means  “allies,”  or  “others.”  Look  it   up.     9. Capitalization  Check:  All  titles  should  be  in  Title  Case.  The  second  part  of  a   hyphenated  phrase  should  be  in  lower  case,  for  example  “Long-­‐term”.     10. Spelling  and  Grammar  Check:  It  is  better  to  compose  your  text  in  MS  Word   rather   than   LaTex,   because   the   former   checks   your   spelling   and   grammar,   whereas  the  latter  does  not  check  for  grammar  errors.  Regardless  of  what   tool   you   use,   make   sure   that   there   are   no   spelling   and   grammar   errors   –   these   are   distracting   and   embarrassing.   One   common   type   of   error   that   is   often   not   flagged   by   automated   tools   is   a   missing   article   (“the”).   Here   are   some  websites  that  you  must  study:     http://learnenglish.britishcouncil.org/en/grammar-­‐reference/articles-­‐1   http://learnenglish.britishcouncil.org/en/grammar-­‐reference/articles-­‐2   http://en.wikipedia.org/wiki/Article_(grammar)       11. Abstract   Completeness   Check:   The   abstract   should   be   written   last.   It   should  have  all  of  the  essential  elements  in  it  to  form  a  complete  summary  of   the  paper.  Take  a  look  at  this  website  for  guidance:     http://www.ece.cmu.edu/~koopman/essays/abstract.html