sophisticated machine learning. JEL Classification: C45, G34, M14 Keywords: corporate culture, board gender diversity, female directors, corporate governance, machine learning, textual analysis, agency theory 2

. ……………………………… Surname : ………………………………… ID number/Passport ID : ……………………...…………………………..………………………………… Gender : Male Female Aged : ………………….. Nationality : ………………………………….. Email

in the capital market, for example, female directors currently account for approximately 20 percent of total numbers of directors’ seats in listed companies. The board with at least one female member

The Awards were held amid growing efforts to push for greater female representation in Thailand. Women now make up 20 percent of board members in companies across the country Among all listed

unions, working groups specifically catered to addressing gender-related and social inclusion issues. Goal setting Ambition for more female representation in all bodies, with Specific, Measurable

Mr. Sunthorn Chaononghin On February 22, 2010, Mr. Sunthorn Chaononghin, an engineer of Solartron Public Company Limited (SOLAR), illegally purchased SOLAR shares in such a way as to take advantage

such a way as to take advantage of other persons by using adverse material non-public information concerning LVT net loss in Q1/2010 of 37.65 million baht which was significantly different from LVT net

trading account of Another person in such a way as to take advantage of other persons by using positive material non- public information concerning RPC investment inSammakorn Public Company Limited (SAMCO

accounts in such a way as to take advantage of other persons by using material non-public information concerning the business operation of CMO for Q 2/2012 that he obtained by virtue of his positions before

nominee account, in such a way as to take advantage of other persons by using material non-public information concerning the interim dividend payment 2012 and warrants to purchase CMO ordinary shares to be