TY - GEN
T1 - Estimating the birth and death years of authors of undated documents using undated citations
AU - Hacohen-Kerner, Yaakov
AU - Mughaz, Dror
PY - 2010
Y1 - 2010
N2 - Precious historical treasures might be hidden between the lines of a text. There are many implicit details which can be extracted from a text, particularly if one has access to an entire corpus of texts pertaining to the given subject. One of these details is the identification of the era in which the author of the given document(s) lived. For rabbinic documents written in Hebrew and Aramaic, which are almost without exception undated and do not contain any bibliographic section, this problem is extremely important. The aim of this novel research is to find in which years an author was born and died, based on his documents and the documents of other authors (whose birth and death years are known) who refer to the author under discussion or are mentioned by him. Such estimates can help determine the time frame in which certain documents were written and in some cases identify an anonymous author. In the framework of this research, we formulate various kinds of "iron-clad", heuristic and greedy constraints defining the birth and death years of an author based on citations referring to him or mentioned by him. Experiments applied on a corpus containing texts composed by rabbinic authors show reasonable results.
AB - Precious historical treasures might be hidden between the lines of a text. There are many implicit details which can be extracted from a text, particularly if one has access to an entire corpus of texts pertaining to the given subject. One of these details is the identification of the era in which the author of the given document(s) lived. For rabbinic documents written in Hebrew and Aramaic, which are almost without exception undated and do not contain any bibliographic section, this problem is extremely important. The aim of this novel research is to find in which years an author was born and died, based on his documents and the documents of other authors (whose birth and death years are known) who refer to the author under discussion or are mentioned by him. Such estimates can help determine the time frame in which certain documents were written and in some cases identify an anonymous author. In the framework of this research, we formulate various kinds of "iron-clad", heuristic and greedy constraints defining the birth and death years of an author based on citations referring to him or mentioned by him. Experiments applied on a corpus containing texts composed by rabbinic authors show reasonable results.
KW - Citation analysis
KW - Hebrew
KW - Hebrew-Aramaic documents
KW - knowledge discovery
KW - time analysis
KW - undated citations
KW - undated documents
UR - http://www.scopus.com/inward/record.url?scp=77956589227&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-14770-8_17
DO - 10.1007/978-3-642-14770-8_17
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AN - SCOPUS:77956589227
SN - 3642147690
SN - 9783642147692
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 138
EP - 149
BT - Advances in Natural Language Processing - 7th International Conference on NLP, IceTAL 2010, Proceedings
T2 - 7th International Conference on NLP, IceTAL 2010
Y2 - 16 August 2010 through 18 August 2010
ER -