Warianty tytułu
Języki publikacji
Abstrakty
To address archaeology’s most pressing substantive challenges, researchers must discover, access, and extract information contained in the reports and articles that codify so much of archaeology’s knowledge. These efforts will require application of existing and emerging natural language processing technologies to extensive digital corpora. Automated classification can enable development of metadata needed for the discovery of relevant documents. Although it is even more technically challenging, automated extraction of and reasoning with information from texts can provide urgently needed access to contextualized information within documents. Effective automated translation is needed for scholars to benefit from research published in other languages.
Wydawca
Czasopismo
Rocznik
Tom
Numer
Opis fizyczny
Daty
otrzymano
2014-12-19
zaakceptowano
2015-02-11
online
2015-03-21
Twórcy
autor
- School of Human Evolution & Social Change, Box 872402, Arizona State University, Tempe AZ 85282-4002 USA
Bibliografia
- [1] Kintigh, K.W., Altschul, J.H., Beaudry, M.C., Drennan, R.D., Kinzig, A.P., Kohler, T.A., et al., Grand challenges forarchaeology, American Antiquity 2014, 79(1), 5-24
- [2] Kintigh, K.W., Altschul, J.H., Beaudry, M.C., Drennan, R.D., Kinzig, A.P., Kohler, T.A., et al., Grand challenges forarchaeology, Proceedings of the National Academy of Sciences, 2014, 111(3), 879-88
- [3] Departmental Consulting Archeologist, The Secretary’s report to Congress on the Federal Archeological Program,comparable SRC data 1985-2012, by year. Archeology Program, National Park Service, Washington, DC, http://www.nps.gov/archeology/SRC/data.htm, 2015
- [4] Altschul, J. H., Patterson, T.C., Trends in employment and training in American archaeology. In: Ashmore, W., Lippert, D.,Mills, B.J. (Eds.), Voices in American archaeology, Society for American Archaeology, Washington DC, 2010
- [5] Archaeology Data Service, Center for Digital Antiquity, Caring for digital data in archaeology: a guide to good practice.Oxbow Books, Oxford, UK, 2013 http://guides.archaeologydataservice.ac.uk/
- [6] Michel, J., Shen, Y.K., Aiden, A.P., Veres, A., Gray, M.K., the Google Books Team, et al., Quantitative analysis of cultureusing millions of digitized books, Science, 331, 176-1812, 2011, DOI: 10.1126/science.1199644[Crossref][WoS]
- [7] Richards, J., Tudhope, D., Vlachidis, A., Text Mining in archaeology: extracting information from archaeological reports,In: Barceló, J.A., Bogdanovic, I., (Eds.), Mathematics in archaeology, Science Publishers, Boca Raton, Florida, (in press)
- [8] Jeffrey, S., Richards, J.D., Ciravegna, F., Waller, S., Chapman, S., Zhang, Z., The Archaeotools project: faceted classificationand natural language processing in an archaeological context. In: Coveney P., (Ed), Crossing boundaries:computational science, e-Science and global e-infrastructures, Philosophical Transactions of the Royal Society A, 2009,367, 2507-2519.[WoS]
- [9] Tudhope, D., May, K., Binding, C., Vlachidis, A., Connecting archaeological data and grey literature via semantic crosssearch, Internet Archaeology 2011, 30, DOI: 10.11141/ia.30.5[Crossref]
- [10] Baral, C., Chancellor, K., Tran, N., Tran, N.L., Joy, A, Berens, M., A knowledge based approach for representing andreasoning about signaling networks, Bioinformatics 2004, 20, no. suppl 1 (2004), i15-i22.
- [11] Tran, N., Baral, C., Nagaraj, V.J., Joshi, L., Knowledge-based framework for hypothesis formation in biochemical networks,Bioinformatics, 2005, 21, supplement 2, ii213–219.
- [12] Howell, T.L., The archaeology and ethnohistory of Oak Wash, Zuni Indian Reservation, New Mexico, Zuni CulturalResource Enterprise Report, 2000, 644, Zuni, New Mexico
- [13] Clark, T.C., Assessing room function using unmodified faunal bone: a case study from east-central Arizona, Kiva, 1998,64(1), 27–51.
- [14] IBM What is Watson? 2014 http://www.ibm.com/smarterplanet/us/en/ibmwatson/what-is-watson.html
Typ dokumentu
Bibliografia
Identyfikatory
Identyfikator YADDA
bwmeta1.element.doi-10_1515_opar-2015-0004