LEADER 04844nam 22007935 450 001 9910298973603321 005 20200701090919.0 010 $a3-319-10377-6 024 7 $a10.1007/978-3-319-10377-8 035 $a(CKB)3710000000277584 035 $a(EBL)1965455 035 $a(SSID)ssj0001386071 035 $a(PQKBManifestationID)11752455 035 $a(PQKBTitleCode)TC0001386071 035 $a(PQKBWorkID)11350160 035 $a(PQKB)10811299 035 $a(MiAaPQ)EBC1965455 035 $a(DE-He213)978-3-319-10377-8 035 $a(PPN)183088727 035 $a(EXLCZ)993710000000277584 100 $a20141106d2014 u| 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aMeasuring Scholarly Impact $eMethods and Practice /$fedited by Ying Ding, Ronald Rousseau, Dietmar Wolfram 205 $a1st ed. 2014. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2014. 215 $a1 online resource (351 p.) 300 $aDescription based upon print version of record. 311 $a3-319-10376-8 320 $aIncludes bibliographical references and index. 327 $aCommunity detection and visualization of networks with the map equation framework -- Link Prediction -- Network analysis and indicators -- PageRank-related methods for analyzing citation networks -- Systems Life Cycle and its relation with the Triple Helix -- Spatial scientometrics and scholarly impact: A review of recent studies, tools and methods -- Researchers? publication patterns and their use for author disambiguation -- Knowledge integration and diffusion: Measures and mapping of diversity and coherence -- Limited dependent variables models and probabilistic prediction in informetrics -- Text mining with the Stanford CoreNLP -- Topic modeling: Measuring scholarly impact using a topical lens -- The substantive and practical significance of citation impact differences between institutions: Guidelines for the analysis of percentiles using effect sizes and confidence intervals -- Visualizing bibliometric networks -- Replicable science of science studies. 330 $aThis book is an authoritative handbook of current topics, technologies and methodological approaches that may be used for the study of scholarly impact. The included methods cover a range of fields such as statistical sciences, scientific visualization, network analysis, text mining, and information retrieval. The techniques and tools enable researchers to investigate metric phenomena and to assess scholarly impact in new ways. Each chapter offers an introduction to the selected topic and outlines how the topic, technology or methodological approach may be applied to metrics-related research. Comprehensive and up-to-date, Measuring Scholarly Impact: Methods and Practice is designed for researchers and scholars interested in informetrics, scientometrics, and text mining. The hands-on perspective is also beneficial to advanced-level students in fields from computer science and statistics to information science. 606 $aInformation storage and retrieval 606 $aStatistics  606 $aData mining 606 $aArtificial intelligence 606 $aMathematics 606 $aVisualization 606 $aInformation Storage and Retrieval$3https://scigraph.springernature.com/ontologies/product-market-codes/I18032 606 $aStatistics for Social Sciences, Humanities, Law$3https://scigraph.springernature.com/ontologies/product-market-codes/S17040 606 $aData Mining and Knowledge Discovery$3https://scigraph.springernature.com/ontologies/product-market-codes/I18030 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aVisualization$3https://scigraph.springernature.com/ontologies/product-market-codes/M14034 615 0$aInformation storage and retrieval. 615 0$aStatistics . 615 0$aData mining. 615 0$aArtificial intelligence. 615 0$aMathematics. 615 0$aVisualization. 615 14$aInformation Storage and Retrieval. 615 24$aStatistics for Social Sciences, Humanities, Law. 615 24$aData Mining and Knowledge Discovery. 615 24$aArtificial Intelligence. 615 24$aVisualization. 676 $a004 676 $a006 676 $a006.312 676 $a025.04 676 $a519.5 702 $aDing$b Ying$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aRousseau$b Ronald$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aWolfram$b Dietmar$4edt$4http://id.loc.gov/vocabulary/relators/edt 906 $aBOOK 912 $a9910298973603321 996 $aMeasuring Scholarly Impact$91953990 997 $aUNINA