Visualizing and Analyzing Scientific Literature with CiteSpace

WorkshopWorkshop

Literature with CiteSpaceChaomei Chen

College of Information Science and Technology22 College of Information Science and TechnologyDrexel University

Email: chaomei.chen@cis.drexel.edu

OVERVIEWOVERVIEW: THE DESIGN OF CITESPACE

CiteSpaceCiteSpace

Structural Holes in Social Networks

http://www.wellcome.ac.uk/News/Media-office/Press-releases/2008/WTX050156.htmAn example of the areas to which we might allocate more memory when watching a relay race. Image courtesy of actionplus.co.uk.

BLAZER DG, 1994, AM J PSYCHIAT, V151, P979EATON L, 2001, NY TIMES 1116, A1FOTHERGILL A, 1999, DISASTERS, V23, P156FULLERTON CS, 1999, AVIAT SPACE ENVIR MD, V70, P902GINEXI EM, 2000, AM J COMMUN PSYCHOL, V28, P495GOENJIAN AK, 2001, AM J PSYCHIAT, V158, P788GREEN BL 1990 J APPL SOC PSYCHOL V20 P1033

AU Galea, SAhern, JResnick, HKilpatrick, DBucuvalas, MGold, J

Author / CoAuthor / Co‐‐authorauthorReferencesReferences

GREEN BL, 1990, J APPL SOC PSYCHOL, V20, P1033HANSON RF, 1995, J CONSULT CLIN PSYCH, V63, P987HARVEY AG, 1999, J CONSULT CLIN PSYCH, V67, P985KAWACHI I, 2001, J URBAN HEALTH, V78, P458KESSLER RC, 1995, ARCH GEN PSYCHIAT, V52, P1048KILPATRICK DG, 1987, CRIME DELINQUENCY, V33, P479MADAKASIRA S, 1987, J NERV MENT DIS, V175, P286MAZURE CM 2000 AM J PSYCHIAT V157 P896

Vlahov, DTI Psychological sequelae of the September 11 terrorist attacks

in New York City.SO NEW ENGLAND JOURNAL OF MEDICINELA EnglishDT ArticleID POSTTRAUMATIC-STRESS-DISORDER; NATIONAL COMORBIDITY SURVEY;

MAJOR DEPRESSION NATURAL DISASTER SOCIAL SUPPORT OKLAHOMA

Cited / CoCited / Co‐‐citedcited

MAZURE CM, 2000, AM J PSYCHIAT, V157, P896NORTH CS, 1999, JAMA-J AM MED ASSOC, V282, P755ORTEGA AN, 2000, AM J PSYCHIAT, V157, P615POLE N, 2001, J NERV MENT DIS, V189, P442RESNICK H, 1999, J ANXIETY DISORD, V13, P359RESNICK HS, 1993, J CONSULT CLIN PSYCH, V61, P984ROTHBAUM BO, 1992, J TRAUMA STRESS, V5, P455RUBONIS AV 1991 PSYCHOL BULL V109 P384

11, 2001, was unprecedented in the United States. We assessed the prevalence and correlates of acute post-traumatic stress disorder (PTSD) and depression among residents of Manhattan five to eight weeks after the attacks.

MAJOR DEPRESSION; NATURAL DISASTER; SOCIAL SUPPORT; OKLAHOMA-CITY; PREVALENCE; PSYCHOPATHOLOGY; SURVIVORS; SYMPTOMS

AB Background: The scope of the terrorist attacks of September

RUBONIS AV, 1991, PSYCHOL BULL, V109, P384RUEF AM, 2000, CULTURAL DIVERSITY E, V6, P235SHAH B, 1997, SUDAAN USERS MANUALSHALEV AY, 1998, AM J PSYCHIAT, V155, P630SHALEV AY, 2000, J CLIN PSYCHIAT S5, V61, P33SHERBOURNE CD, 1991, SOC SCI MED, V32, P705SHORE JH, 1989, J NERV MENT DIS, V177, P681TUCKER P, 2000, J BEHAV HEALTH SER R, V27, P406

Methods: We used random-digit dialing to contact a representative sample of adults living south of 110th Street in Manhattan. Participants were asked about demographic characteristics, exposure to the events of September 11, and psychological symptoms after the attacks. Results: Among 1008 adults interviewed, 7.5 percent reported symptoms consistent with a diagnosis of current PTSD related t th tt k d 9 7 t t d tTermsTerms TUCKER P, 2000, J BEHAV HEALTH SER R, V27, P406

NR 32TC 179PU MASSACHUSETTS MEDICAL SOC/NEJMPI WALTHAMPA WALTHAM WOODS CENTER, 860 WINTER ST,, WALTHAM, MA 02451-1413 USASN 0028-4793

to the attacks, and 9.7 percent reported symptoms consistent with current depression (with ``current`` defined as occurring within the previous 30 days). Among respondents who lived south of Canal Street (i.e., near the World Trade Center), the prevalence of PTSD was 20.0 percent. …………

C1 New York Acad Med, Ctr Urban Epidemiol Studies, New York, NY 10029 USA. Columbia Univ, Mailman Sch Publ Hlth D t E id i l N Y k NY USA M d U i S

TermsTermsCitation CountsCitation Counts

J9 N ENGL J MEDJI N. Engl. J. Med.PD MAR 28PY 2002VL 346IS 13BP 982

Hlth, Dept Epidemiol, New York, NY USA. Med Univ S Carolina, Natl Crime Victims Res & Treatment Ctr, Charleston, SC 29425 USA. Schulman Ronca & Bucuvalas, New York, NY USA. Bellevue Hosp Ctr, New York, NY 10016 USA.

RP Galea, S, New York Acad Med, Ctr Urban EpidemiolStudies, Rm 556,12165th Ave New York NY 10029 USA

Year of PublicationYear of Publication

LocationLocation EP 987PG 6SC Medicine, General & InternalGA 534UYUT ISI:000174608600006ER

5th Ave, New York, NY 10029 USA.CR 2001, NY TIMES 1226, B2

*AM PSYCH ASS, 1994, DIAGN STAT MAN MENT*DEP HLTH HUMAN SE, 1999, MENT HLTH REP SURG G*US BUR CENS, 2000, STF3A DEP COMM BUR C

LocationLocation

AU Galea, SAhern, JResnick, H

co‐authorship

Kilpatrick, DBucuvalas, MGold, JVlahov, D

TI Psychological sequelae of the September 11 terrorist attacksTI Psychological sequelae of the September 11 terrorist attacks in New York City.

SO NEW ENGLAND JOURNAL OF MEDICINELA EnglishDT Articleur

st te

rms

11 2001 d t d i th U it d St t W d th

ID POSTTRAUMATIC-STRESS-DISORDER; NATIONAL COMORBIDITY SURVEY; MAJOR DEPRESSION; NATURAL DISASTER; SOCIAL SUPPORT; OKLAHOMA-CITY; PREVALENCE; PSYCHOPATHOLOGY; SURVIVORS; SYMPTOMS

AB Background: The scope of the terrorist attacks of September

ccurring

 bu

11, 2001, was unprecedented in the United States. We assessed the prevalence and correlates of acute post-traumatic stress disorder (PTSD) and depression among residents of Manhattan five to eight weeks after the attacks. Methods: We used random-digit dialing to contact a representative sample of adults living south of 110th Street in Manhattan.

co‐o

p p gParticipants were asked about demographic characteristics, exposure to the events of September 11, and psychological symptoms after the attacks. Results: Among 1008 adults interviewed, 7.5 percent reported symptoms consistent with a diagnosis of current PTSD related to the attacks, and 9 7 percent reported symptoms consistent with current depression (with9.7 percent reported symptoms consistent with current depression (with ``current`` defined as occurring within the previous 30 days). Among respondents who lived south of Canal Street (i.e., near the World Trade Center), the prevalence of PTSD was 20.0 percent. …………

CR 2001, NY TIMES 1226, B2*AM PSYCH ASS, 1994, DIAGN STAT MAN MENT*DEP HLTH HUMAN SE, 1999, MENT HLTH REP SURG G*US BUR CENS, 2000, STF3A DEP COMM BUR CBLAZER DG 1994 AM J PSYCHIAT V151 P979BLAZER DG, 1994, AM J PSYCHIAT, V151, P979EATON L, 2001, NY TIMES 1116, A1FOTHERGILL A, 1999, DISASTERS, V23, P156FULLERTON CS, 1999, AVIAT SPACE ENVIR MD, V70, P902GINEXI EM, 2000, AM J COMMUN PSYCHOL, V28, P495GOENJIAN AK, 2001, AM J PSYCHIAT, V158, P788GREEN BL, 1990, J APPL SOC PSYCHOL, V20, P1033HANSON RF, 1995, J CONSULT CLIN PSYCH, V63, P987HARVEY AG, 1999, J CONSULT CLIN PSYCH, V67, P985KAWACHI I 2001 J URBAN HEALTH V78 P458

author co‐citation 

KAWACHI I, 2001, J URBAN HEALTH, V78, P458KESSLER RC, 1995, ARCH GEN PSYCHIAT, V52, P1048KILPATRICK DG, 1987, CRIME DELINQUENCY, V33, P479MADAKASIRA S, 1987, J NERV MENT DIS, V175, P286MAZURE CM, 2000, AM J PSYCHIAT, V157, P896

document co‐citation 

NORTH CS, 1999, JAMA-J AM MED ASSOC, V282, P755ORTEGA AN, 2000, AM J PSYCHIAT, V157, P615POLE N, 2001, J NERV MENT DIS, V189, P442RESNICK H, 1999, J ANXIETY DISORD, V13, P359RESNICK HS, 1993, J CONSULT CLIN PSYCH, V61, P984

journal co‐citation RESNICK HS, 1993, J CONSULT CLIN PSYCH, V61, P984ROTHBAUM BO, 1992, J TRAUMA STRESS, V5, P455RUBONIS AV, 1991, PSYCHOL BULL, V109, P384RUEF AM, 2000, CULTURAL DIVERSITY E, V6, P235SHAH B, 1997, SUDAAN USERS MANUALSHALEV AY 1998 AM J PSYCHIAT V155 P630 ACA/DCA/JCASHALEV AY, 1998, AM J PSYCHIAT, V155, P630SHALEV AY, 2000, J CLIN PSYCHIAT S5, V61, P33SHERBOURNE CD, 1991, SOC SCI MED, V32, P705SHORE JH, 1989, J NERV MENT DIS, V177, P681TUCKER P, 2000, J BEHAV HEALTH SER R, V27, P406

ACA/DCA/JCA

CiteSpaceCiteSpace

Expected Patterns

• Thematic grouping

• Intellectual turning points

• Thematic change over timeThematic change over time

• Abrupt changes associated with triggers

58 situated learning58 situated learning56 citation analysis56 citation analysis

146 h i f ti ki146 h i f ti ki

173 proteins; bioinformatics173 proteins; bioinformatics

83 complex network analysis83 complex network analysis

146 search; information seeking146 search; information seeking

18 statistical inference18 statistical inference

NSF Budget Requests FY2004‐FY2008

CISECISEp=0.5

The 2005 Nobel Prize in Medicine to Barry J. Marshall and J. Robin Warren for their discovery of "the bacterium Helicobacter pylori and its role in gastritis and peptic ulcer disease."

Marshall, B. J., Goodwin, C. S., Warren, J. R., , , , , , ,Murray, R., Blincow, E. D., Blackbourn, S. J., et al. (1988). Prospective double-blind trial of duodenal ulcer relapse after eradication of Campylobacter pylori. Lancet, 2(8626-8627), 1437-1442.

The 2007 Nobel Prize in Medicine to Mario R. Capecchi, Martin J. Evans and Oliver Smithies for their discoveries of "principles for introducing specific gene modifications in mice by the use of embryonic stem cells."

1. Capecchi, 1989, Science, V244, P1288burst=15.78, centrality=0.27, freq=236

22. Mansour, Thomas, Capecchi, 1988, Nature, V336, P348burst=39.52, centrality=0.15, freq=354

1.2.

3. Thomas, Capecchi, 1987, Cell, V51, P503burst=35.80, centrality=0.22, freq=268

33.

CiteSpaceCiteSpaceCiteSpaceCiteSpace

‘Profitability’ of Information ContentsInformation Entropy (Vocabulary)

HotspotHotspot

HotspotHotspot

QUESTIONS AND DISCUSSIONS