{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T00:48:45Z","timestamp":1740098925918,"version":"3.37.3"},"publisher-location":"Cham","reference-count":42,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319619101"},{"type":"electronic","value":"9783319619118"}],"license":[{"start":{"date-parts":[[2017,6,28]],"date-time":"2017-06-28T00:00:00Z","timestamp":1498608000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-319-61911-8_14","type":"book-chapter","created":{"date-parts":[[2017,6,27]],"date-time":"2017-06-27T03:52:40Z","timestamp":1498535560000},"page":"153-164","source":"Crossref","is-referenced-by-count":0,"title":["An Overview of Information Discovery Using Latent Semantic Indexing"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1750-3125","authenticated-orcid":false,"given":"Roger","family":"Bradford","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,6,28]]},"reference":[{"unstructured":"Sadeh, T.: From search to discovery. In: World Library and Information Congress, Singapore (2013)","key":"14_CR1"},{"unstructured":"Bellegarda, J.: Latent semantic mapping. IEEE Sig. Process. Mag. 22(5), 70\u201380 (2005)","key":"14_CR2"},{"doi-asserted-by":"crossref","unstructured":"Bradford, R.: Techniques for processing LSI queries incorporating phrases. In: 6th International Conference, IC3\u00a0K. CCIS, Rome, vol. 553, pp. 99\u2013117. Springer (2014)","key":"14_CR3","DOI":"10.1007\/978-3-319-25840-9_7"},{"doi-asserted-by":"crossref","unstructured":"Furnas, G., et al.: Information retrieval using a singular value decomposition model of latent semantic structure. In: 11th SIGIR, Grenoble, France, pp. 465\u2013480 (1988)","key":"14_CR4","DOI":"10.1145\/62437.62487"},{"unstructured":"Bradford, R.: Comparability of LSI and human judgment in text analysis tasks. In: Applied Computing Conference, Athens, Greece, pp. 359\u2013366 (2009)","key":"14_CR5"},{"unstructured":"Michel, K.: Personal communication, 14 April 2017","key":"14_CR6"},{"issue":"2\u20133","key":"14_CR7","doi-asserted-by":"crossref","first-page":"99","DOI":"10.1561\/1500000025","volume":"7","author":"W Oard","year":"2013","unstructured":"Oard, W., Webber, W.: Information retrieval for e-discovery. Found. Trends Inf. Retrieval 7(2\u20133), 99\u2013237 (2013)","journal-title":"Found. Trends Inf. Retrieval"},{"doi-asserted-by":"crossref","unstructured":"McArthur, R., Bruza, P.: Discovery of implicit and explicit connections between people using email utterance. In: 8th European Conference on CSCW, pp. 21\u201340 (2003)","key":"14_CR8","DOI":"10.1007\/978-94-010-0068-0_2"},{"doi-asserted-by":"crossref","unstructured":"Skillicorn, D.: Detecting anomalies in graphs. Technical report # 2007-529, Queen\u2019s University, Ontario, Canada (2007)","key":"14_CR9","DOI":"10.1109\/ISI.2007.379473"},{"doi-asserted-by":"crossref","unstructured":"Fortuna, B., Mladeni\u010d, D., Grobelnik, M.: Semi-automatic construction of topic ontologies. In: Semantics, Web and Mining. LNCS, vol. 4289, pp. 121\u2013131. Springer, Heidelberg (2006)","key":"14_CR10","DOI":"10.1007\/11908678_8"},{"key":"14_CR11","doi-asserted-by":"crossref","first-page":"51","DOI":"10.1111\/j.1551-6709.2008.01003.x","volume":"33","author":"M Louwerse","year":"2009","unstructured":"Louwerse, M., Zwaan, R.: Language encodes geographical information. Cogn. Sci. 33, 51\u201373 (2009)","journal-title":"Cogn. Sci."},{"issue":"1","key":"14_CR12","doi-asserted-by":"crossref","first-page":"17","DOI":"10.1080\/17538947.2012.674561","volume":"7","author":"W Lia","year":"2014","unstructured":"Lia, W., Goodchild, M., Raskinc, R.: Towards geospatial semantic search: exploiting latent semantic relations in geospatial data. Int. J. Digital Earth 7(1), 17\u201337 (2014)","journal-title":"Int. J. Digital Earth"},{"unstructured":"Fu, K., Cagan, J., Kotovsky, K.: A methodology for discovering structure in design data-bases. In: International Conference on Engineering Design, Denmark, vol. 6 (2011)","key":"14_CR13"},{"issue":"2","key":"14_CR14","doi-asserted-by":"crossref","first-page":"256","DOI":"10.3390\/ijgi2020256","volume":"2","author":"B Vockner","year":"2013","unstructured":"Vockner, B., Richter, A., Mittlb\u00f6ck, M.: From geoportals to geographic knowledge portals. Int. J. Geo-Inf. 2(2), 256\u2013275 (2013)","journal-title":"Int. J. Geo-Inf."},{"issue":"9","key":"14_CR15","doi-asserted-by":"crossref","first-page":"1456","DOI":"10.1016\/j.jss.2007.12.815","volume":"81","author":"R Boer de","year":"2008","unstructured":"de Boer, R., Vliet, H.: Architectural knowledge discovery with latent semantic analysis: constructing a reading guide for software product audits. J. Syst. Softw. 81(9), 1456\u20131469 (2008)","journal-title":"J. Syst. Softw."},{"unstructured":"Kesorn, K.: Multi-modal multi-semantic image retrieval, Ph.D. thesis, University of London (2010)","key":"14_CR16"},{"unstructured":"Chen, X., et al.: A latent semantic indexing based method for solving multiple instance learning problem in region-based image retrieval. In: 7th IEEE ISM, Taiwan (2005)","key":"14_CR17"},{"doi-asserted-by":"crossref","unstructured":"Jassez, J.-L., et al.: Signature based intrusion detection using latent semantic analysis. In: IJCNN, Hong Kong, pp. 1068\u20131074 (2008)","key":"14_CR18","DOI":"10.1109\/IJCNN.2008.4633931"},{"doi-asserted-by":"crossref","unstructured":"Pramanick, S., Rajagopalan, S., van den Berg, E.: Mitigating the insider threat with high-dimensional anomaly detection, AFRL-IF-RS-TR-2004-338, Final report (2004)","key":"14_CR19","DOI":"10.21236\/ADA429343"},{"issue":"3","key":"14_CR20","doi-asserted-by":"crossref","first-page":"338","DOI":"10.1016\/j.cag.2007.01.025","volume":"31","author":"W Zhu","year":"2007","unstructured":"Zhu, W., Chen, C.: Storylines: visual exploration and analysis in latent semantic spaces. Comput. Graph. 31(3), 338\u2013349 (2007)","journal-title":"Comput. Graph."},{"unstructured":"Freitas, A., Curry, E., Handschuh, S.: Towards a distributional semantic web stack. In: 10th International Workshop on Uncertainty Reasoning for the Semantic Web, pp. 49\u201352 (2014)","key":"14_CR21"},{"doi-asserted-by":"crossref","unstructured":"Ma, J., Zhang, Y., He, J.: Web services discovery based on latent semantic approach. In: IEEE International Conference on Web Services, Beijing, pp. 740\u2013747 (2008)","key":"14_CR22","DOI":"10.1109\/ICWS.2008.135"},{"doi-asserted-by":"crossref","unstructured":"Shahriar, H., Haddad, H.: Object injection vulnerability discovery based on latent semantic indexing. In: 31st Annual ACM SAC, Pisa, Italy, pp. 801\u2013807 (2016)","key":"14_CR23","DOI":"10.1145\/2851613.2851865"},{"issue":"1","key":"14_CR24","doi-asserted-by":"crossref","first-page":"111","DOI":"10.1007\/s12145-014-0185-z","volume":"8","author":"L Bhatia","year":"2015","unstructured":"Bhatia, L., Cao, K.: Intelligent polar infrastructure: enabling semantic search in geospatial metadata catalogue to support polar data discovery. Earth Sci. Inform. 8(1), 111\u2013123 (2015)","journal-title":"Earth Sci. Inform."},{"doi-asserted-by":"crossref","unstructured":"Hashimoto, T., Kuboyama, T., Chakraborty, B.: Temporal awareness of changes in afflicted people\u2019s needs after the East Japan Great Earthquake. In: IEEE TENCON, pp. 1\u20136 (2013)","key":"14_CR25","DOI":"10.1109\/TENCON.2013.6719012"},{"unstructured":"Speer, R., Havasi, C., Liebermen, H.: Analogy space: reducing the dimensionality of common sense knowledge. In: 23rd National Conference on Artificial Intelligence, pp. 548\u2013553 (2008)","key":"14_CR26"},{"unstructured":"Keila, P., Skillicorn, D.: Detecting unusual and deceptive communication in email. Technical Report # 2005-498, Queen\u2019s University, Ontario, Canada (2005)","key":"14_CR27"},{"doi-asserted-by":"crossref","unstructured":"Rossi, R.: Latent semantic analysis of the languages of life. In: 4th ISICA. CCIS, Huangshi, China. Springer, vol. 51, pp. 128\u2013137 (2009)","key":"14_CR28","DOI":"10.1007\/978-3-642-04962-0_15"},{"issue":"1","key":"14_CR29","doi-asserted-by":"crossref","first-page":"104","DOI":"10.1093\/bioinformatics\/bth464","volume":"21","author":"R Homayouni","year":"2005","unstructured":"Homayouni, R.: Gene clustering by latent semantic indexing of medline abstracts. Bioinformatics 21(1), 104\u2013115 (2005)","journal-title":"Bioinformatics"},{"issue":"12","key":"14_CR30","doi-asserted-by":"crossref","first-page":"3410","DOI":"10.1109\/TBME.2013.2257767","volume":"60","author":"L Gong","year":"2013","unstructured":"Gong, L., Yang, R., Yan, Q., Sun, X.: Prioritization of disease susceptibility genes using LSM\/SVD. IEEE Trans. Biomed. Eng. 60(12), 3410\u20133417 (2013)","journal-title":"IEEE Trans. Biomed. Eng."},{"doi-asserted-by":"crossref","unstructured":"Kim, H., Park, H.: Extracting unrecognized gene relationships from the biomedical literature via matrix factorizations using a priori knowledge of gene relationships. In: 1st International Workshop on Text Mining in Bioinformatics, Virginia, pp. 60\u201367 (2006)","key":"14_CR31","DOI":"10.1145\/1183535.1183549"},{"issue":"6","key":"14_CR32","doi-asserted-by":"crossref","first-page":"367","DOI":"10.1093\/dnares\/dsn025","volume":"15","author":"A Fukushima","year":"2008","unstructured":"Fukushima, A.: SVD-based anatomy of gene expressions for correlation analysis in Arabi-dopsis thaliana. DNA Res. 15(6), 367\u2013374 (2008)","journal-title":"DNA Res."},{"issue":"Suppl 1","key":"14_CR33","doi-asserted-by":"crossref","first-page":"S10","DOI":"10.1186\/1471-2164-9-S1-S10","volume":"9","author":"B Vanteru","year":"2008","unstructured":"Vanteru, B., Shaik, J., Teasin, M.: Semantically linking and browsing PubMed abstracts with gene ontology. BMC Genom. 9(Suppl 1), S10 (2008). BIOCOMP 2007","journal-title":"BMC Genom."},{"issue":"Suppl 10","key":"14_CR34","doi-asserted-by":"crossref","first-page":"S19","DOI":"10.1186\/1471-2105-12-S10-S19","volume":"12","author":"S Roy","year":"2011","unstructured":"Roy, S., et al.: Latent semantic indexing of PubMed abstracts for identification of transcription factor candidates from microarray derived gene sets. BMC Bioinform. 12(Suppl 10), S19 (2011)","journal-title":"BMC Bioinform."},{"issue":"4","key":"14_CR35","doi-asserted-by":"crossref","first-page":"e18851","DOI":"10.1371\/journal.pone.0018851","volume":"6","author":"L Xu","year":"2011","unstructured":"Xu, L., et al.: Functional cohesion of gene sets determined by latent semantic indexing of PubMed abstracts. PLoS ONE 6(4), e18851 (2011)","journal-title":"PLoS ONE"},{"key":"14_CR36","first-page":"A929","volume":"20","author":"L Wei","year":"2006","unstructured":"Wei, L., et al.: Inferring gene regulatory mechanisms from microarray data using latent semantic indexing of MEDLINE abstracts: the role of Rel in Type-I interferon signaling. FASEB J. 20, A929 (2006)","journal-title":"FASEB J."},{"doi-asserted-by":"crossref","unstructured":"Doong, S., Hong, S-F.: Protein-protein interaction document mining. Advances in Intelligent Systems Research (2006)","key":"14_CR37","DOI":"10.2991\/jcis.2006.250"},{"unstructured":"Dos Santos, E., et al.: A semantic-based similarity measure for human druggable target proteins. In: The Fifth International Conference on Bioinformatics, Biocomputational Systems and Biotechnologies (BIOTECHNO2013), Lisbon, Portugal, March 24\u201329 (2013)","key":"14_CR38"},{"doi-asserted-by":"crossref","unstructured":"Bradford, R.: Efficient discovery of new information in large text databases. In: Intelligence and Security Informatics. LNCS, vol. 3495, pp. 374\u2013380. Springer (2005)","key":"14_CR39","DOI":"10.1007\/11427995_31"},{"doi-asserted-by":"crossref","unstructured":"Bradford, R.: Use of latent semantic indexing to identify name variants in large data collections. In: IEEE Intelligence and Security Informatics, pp. 27\u201332 (2013)","key":"14_CR40","DOI":"10.1109\/ISI.2013.6578781"},{"unstructured":"Bradford, R.: Relationship discovery in large text collections using latent semantic indexing. In: SIAM Data Mining Conference, Workshop on Link Analysis, Counterterrorism and Security, Bethesda, Maryland (2006)","key":"14_CR41"},{"unstructured":"Kontostathis, A., Pottenger, W.: Mathematical view of latent semantic indexing: tracing term co-occurrences. Technical Report LU-CSE-02-006, Department of Computer Science and Engineering, Lehigh University (2002)","key":"14_CR42"}],"container-title":["Advances in Intelligent Systems and Computing","Advanced Computational Methods for Knowledge Engineering"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-61911-8_14","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,27]],"date-time":"2019-09-27T01:23:28Z","timestamp":1569547408000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-61911-8_14"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,6,28]]},"ISBN":["9783319619101","9783319619118"],"references-count":42,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-61911-8_14","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2017,6,28]]}}}