How to do good research (1)

How to do good research (1)

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时间:2019-07-20

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1、Howtodogoodresearch,getitpublishedinSIGKDDandgetitcited!EamonnKeoghComputerScience&EngineeringDepartmentUniversityofCalifornia-RiversideRiverside,CA92521eamonn@cs.ucr.eduDisclaimersIDisclaimersI•Idon’thaveamagicbulletforpublishinginSIGKDD–Thisissimplymybestefforttotheco

2、mmunity,especiallyyoungfaculty,gradstudentsand“outsiders”.•ForeverypieceofadvicewhereItellyou“youshoulddothis”or“youshouldneverdothis”…–Youwillbeabletofindcounterexamples,includingonesthatwonbestpaperawardsetc.•Iwillbecritiquingsomepublishedpapers(includingsomeofmyown),

3、howeverImeannooffence.–Ofcourse,thesearepublishedpapers,sotheauthorscouldlegitimatelysayIamwrong.DisclaimersIIDisclaimersII•Theseslidesaremeanttobepresented,andthenstudiedoffline.Toallowthemtobeself-containedlikethis,Ihadtobreakmyruleaboutkeepingthenumberofwordstoaminim

4、um.•YouhaveaPDFcopyoftheseslides,ifyouwantaPowerPointversion,emailme.•Iplantocontinuallyupdatetheseslides,soifyouhaveanyfeedback/suggestions/criticismspleaseletmeknow.DisclaimersIIIDisclaimersIII•Manyofthepositiveexamplesaremine,makingthistutorialseemselfindulgentandvai

5、n.•Ididthissimplybecause…–Iknowwhatreviewerssaidformypapers.–Iknowthereasoningbehindthedecisionsinmypapers.–Iknowwhenearlierversionsofmypapersgotrejected,andwhy,andhowthiswasfixed.DisclaimersIIIIDisclaimersIIII•ManyoftheideasIwillshareareverysimple,youmightfindtheminsul

6、tinglysimple.•NeverthelessatleasthalfofpaperssubmittedtoSIGKDDhaveatleastoneofthesesimpleflaws.TheFollowingPeopleOfferedAdviceTheFollowingPeopleOfferedAdvice•GeoffWebb•MichalisVlachos•TinaEliassi-Rad•FransCoenen•ClaudiaBauzerMedeiros•ParthasarathySrinivasan•CathyBlake•C

7、hunshengYang•MohammadHasan•MichaelPazzani•XindongWu•VibhuMittal•LaneDesborough•LeeGiles•ChrisGiannella•StephenNorth•JohannesFuernkranz•FrankVahid•FabianMoerchen•VineetChaoji•CarlaBrodley•AnkurJain•StephenFew•AnsafSalleb-Aouissi•ThemisPalpanas•WolfgangJank•TomasSkopal•Je

8、ffScargle•ClaudiaPerlich•FransCoenen•HowardJ.Hamilton•MitsunoriOgihara•Sang-HeeLee•MarkLast•HuiXiong•MichaelCa

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