Karen Spärck Jones FBA
Spärck Jones in 2002
Born	Karen Ida Boalth Spärck Jones (1935-08-26)26 August 1935 Huddersfield, Yorkshire, England
Died	4 April 2007(2007-04-04) (aged 71)[1] Willingham, Cambridgeshire, England
Alma mater	University of Cambridge
Known for	Term frequency–inverse document frequency
Spouse	Roger Needham ​ ​ (m. 1958; died 2003)​
Awards	Gerard Salton Award (1988) AAAI Fellow (1993) BCS Lovelace Medal (2007)
Scientific career
Fields	Computer science Information retrieval Natural language processing Document retrieval
Institutions	University of Cambridge
Thesis	Synonymy and Semantic Classification (1964)
Doctoral advisor	Richard Braithwaite[1]
Website	cl.cam.ac.uk/archive/ksj21/

Karen Ida Boalth Spärck Jones FBA (26 August 1935 – 4 April 2007) was a self-taught programmer and a pioneering British computer scientist responsible for the concept of inverse document frequency (IDF), a technology that underlies most modern search engines.^{[2][3][4][5][6]} She was an advocate for women in computer science, her slogan being, "Computing is too important to be left to men.^[7]" In 2019, The New York Times published her belated obituary in its series Overlooked,^[8][9] calling her "a pioneer of computer science for work combining statistics and linguistics, and an advocate for women in the field."^[9] From 2008, to recognize her achievements in the fields of information retrieval^[10][11] (IR) and natural language processing (NLP), the Karen Spärck Jones Award is awarded annually to a recipient for outstanding research in one or both of her fields.^{[12][13][14][15]}

Karen Ida Boalth Spärck Jones was born in Huddersfield, Yorkshire, England. Her parents were Alfred Owen Jones, a chemistry lecturer, and Ida Spärck, a Norwegian who worked for the Norwegian government while in exile in London during World War II.^[16]

Spärck Jones was educated at a grammar school in Huddersfield and then from 1953 to 1956 at Girton College, Cambridge, studying history, with an additional final year in Moral Sciences (philosophy). While at Cambridge, Spärck Jones joined the organization known as the Cambridge Language Research Unit (CLRU) and met the head of CLRU Margaret Masterman, who would inspire her to go into computer science.^[9] While working at the CLRU, Spärck Jones began pursuing her Ph.D. At the time of submission, her Ph.D thesis was cast aside as uninspired and lacking original thought, but was later published in its entirety as a book.^[17] She briefly became a school teacher^[18] before moving into computer science.^[19] Spärck Jones married fellow Cambridge computer scientist Roger Needham in 1958.^[20][9]

Spärck Jones worked at the Cambridge Language Research Unit from the late 1950s,^[20] then at Cambridge University Computer Laboratory from 1974 until her retirement in 2002.

From 1999, she held the post of Professor of Computers and Information.^[1] Prior to 1999, she was employed on a series of short-term contracts.^[9] She continued to work in the Computer Laboratory until shortly before her death. Her publications include nine books and numerous papers. A full list of her publications is available from the Cambridge Computer Laboratory.^[21]

Spärck Jones' main research interests, since the late 1950s, were natural language processing and information retrieval. In 1964, Spärck Jones published "Synonymy and Semantic Classification", which is now seen as a foundational paper in the field of natural language processing. One of her most important contributions was the concept of inverse document frequency (IDF) weighting in information retrieval, which she introduced in a 1972 paper.^[10][22] IDF is used in most search engines today, usually as part of the term frequency–inverse document frequency (TF–IDF) weighting scheme.^[23] In the 1980s, Spärck Jones began her work on early speech recognition systems. In 1982 she became involved in the Alvey Programme^[9] which was an initiative to motivate more computer science research across the country.

These include:

• Gerard Salton Award (1988)^[24]
• Elected a Fellow of Association for the Advancement of Artificial Intelligence (AAAI) in 1993^[25][26]
• President of the Association for Computational Linguistics (ACL) in 1994^[26]
• Honorary degree of Doctor of Science from The City University in 1997.^[6]
• Elected a Fellow of the British Academy (FBA), where she also served as Vice-President in 2000–2002^[27]
• Fellow of European Association for Artificial Intelligence (ECCAI)^[26]
• Association for Information Science and Technology (ASIS&T) Award of Merit (2002)^[15]
• Association for Computational Linguistics (ACL) Lifetime Achievement Award (2004)^[28]
• ACM - AAAI Allen Newell Award (2006)^[27]
• BCS Lovelace Medal (2007)^[27]
• Association for Computing Machinery (ACM) Women's Group Athena Award (2007)^[15]

Spärck Jones died on April 4, 2007, due to cancer at the age of 71.^[9]

In 2008, the BCS Information Retrieval Specialist Group (BCS IRSG) in conjunction with the British Computer Society established an annual Karen Spärck Jones Award in her honour, to encourage and promote research that advances understanding of Natural Language Processing or Information Retrieval.^[6] The Karen Spärck Jones lecture sponsored by BCS recognises the contribution that women have made to computing.^[29]

In August 2017, the University of Huddersfield renamed one of its campus buildings in her honour. Formerly known as Canalside West, the Spärck Jones building houses the University's School of Computing and Engineering.^[30]